{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7b323830",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: requests-html in c:\\users\\asus\\anaconda3\\lib\\site-packages (0.10.0)\n",
      "Requirement already satisfied: requests in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests-html) (2.31.0)\n",
      "Requirement already satisfied: pyquery in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests-html) (2.0.0)\n",
      "Requirement already satisfied: fake-useragent in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests-html) (1.2.1)\n",
      "Requirement already satisfied: parse in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests-html) (1.19.1)\n",
      "Requirement already satisfied: bs4 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests-html) (0.0.1)\n",
      "Requirement already satisfied: w3lib in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests-html) (1.21.0)\n",
      "Requirement already satisfied: pyppeteer>=0.0.14 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests-html) (1.0.2)\n",
      "Requirement already satisfied: appdirs<2.0.0,>=1.4.3 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (1.4.4)\n",
      "Requirement already satisfied: certifi>=2021 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (2023.7.22)\n",
      "Requirement already satisfied: importlib-metadata>=1.4 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (6.0.0)\n",
      "Requirement already satisfied: pyee<9.0.0,>=8.1.0 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (8.2.2)\n",
      "Requirement already satisfied: tqdm<5.0.0,>=4.42.1 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (4.65.0)\n",
      "Requirement already satisfied: urllib3<2.0.0,>=1.25.8 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (1.26.16)\n",
      "Requirement already satisfied: websockets<11.0,>=10.0 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (10.4)\n",
      "Requirement already satisfied: beautifulsoup4 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from bs4->requests-html) (4.12.2)\n",
      "Requirement already satisfied: lxml>=2.1 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyquery->requests-html) (4.9.2)\n",
      "Requirement already satisfied: cssselect>=1.2.0 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from pyquery->requests-html) (1.2.0)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests->requests-html) (2.0.4)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from requests->requests-html) (3.4)\n",
      "Requirement already satisfied: six>=1.4.1 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from w3lib->requests-html) (1.16.0)\n",
      "Requirement already satisfied: zipp>=0.5 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from importlib-metadata>=1.4->pyppeteer>=0.0.14->requests-html) (3.11.0)\n",
      "Requirement already satisfied: colorama in c:\\users\\asus\\anaconda3\\lib\\site-packages (from tqdm<5.0.0,>=4.42.1->pyppeteer>=0.0.14->requests-html) (0.4.6)\n",
      "Requirement already satisfied: soupsieve>1.2 in c:\\users\\asus\\anaconda3\\lib\\site-packages (from beautifulsoup4->bs4->requests-html) (2.4)\n"
     ]
    }
   ],
   "source": [
    "!pip install requests-html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "74dd86e6",
   "metadata": {},
   "outputs": [],
   "source": [
    "from requests_html import HTMLSession\n",
    "import json\n",
    "r = session.get('https://www.liepin.com/zhaopin/?city=050020&dq=050020020&pubTime=&currentPage=0&pageSize=40&key=%E5%90%8E%E7%AB%AF%E5%BC%80%E5%8F%91&suggestTag=&workYearCode=0&compId=&compName=&compTag=&industry=&salary=&jobKind=&compScale=&compKind=&compStage=&eduLevel=&otherCity=&sfrom=search_job_pc&ckId=mu1eglbjqww75enol56wqkgtwrk7t0ob&scene=input&skId=50rc78wt4ca8z245m9zod6jkovdw88w8&fkId=mu1eglbjqww75enol56wqkgtwrk7t0ob&suggestId=')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "31a10181",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9ddf854d",
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   "outputs": [
    {
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      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
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   "cell_type": "code",
   "execution_count": 13,
   "id": "cce178db",
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   "source": [
    "import pandas as pd"
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   "cell_type": "code",
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   "id": "389da818",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = session.post('https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job')"
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   "cell_type": "code",
   "execution_count": 17,
   "id": "3bdb5036",
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   "execution_count": 18,
   "id": "c3553dee",
   "metadata": {},
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       "{'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6) AppleWebKit/603.3.8 (KHTML, like Gecko) Version/10.1.2 Safari/603.3.8', 'Accept-Encoding': 'gzip, deflate, br', 'Accept': '*/*', 'Connection': 'keep-alive', 'Cookie': 'XSRF-TOKEN=yvNi2rdPR0OZ6DPmZdO3sw; __gc_id=c674491175604d19a0fd54ee7033f98b', 'Content-Length': '0'}"
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     "execution_count": 18,
     "metadata": {},
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    "r.request.headers"
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  },
  {
   "cell_type": "markdown",
   "id": "fde00e04",
   "metadata": {},
   "source": [
    "*无法请求到数据原因\n",
    ">1.模拟真实用户代理\n",
    ">2.提供请求参数(类比API)"
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  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "2c62e27e",
   "metadata": {},
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    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "ceb75ad0",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": \"410\",\n",
    "            \"dq\": \"410\",\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 0,\n",
    "            \"pageSize\": 40,\n",
    "            \"key\": \"产品经理\",\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": \"0\",\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": \"\"\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    }\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "57c07c31",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = session.post(\n",
    "    url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job',\n",
    "    data = json.dumps(payload),#POST请求带的参数\n",
    "    headers = headers #模拟真实用户\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "fb03054d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'jobCardList': [{'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"田女士\",\"userId\":\"7d1ff74850b2c3fd9f43c6ad428f4b0d\",\"jobId\":\"61366211\",\"imId\":\"09b02d7b61216b8edc2616a5acb8537e\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['智能硬件',\n",
       "       '汽车行业',\n",
       "       '人工智能',\n",
       "       '房地产行业',\n",
       "       '市场调研',\n",
       "       '用户研究',\n",
       "       '产品设计',\n",
       "       '竞品分析'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '广州-天河区',\n",
       "      'topJob': True,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231011150622',\n",
       "      'advViewFlag': True,\n",
       "      'title': '智能座舱产品经理/专家 （车机）(A02784)',\n",
       "      'jobId': '61366211',\n",
       "      'salary': '22-45k·15薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'link': 'https://www.liepin.com/job/1961366211.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '田女士',\n",
       "      'recruiterTitle': '招聘主管',\n",
       "      'imId': '09b02d7b61216b8edc2616a5acb8537e',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': '7d1ff74850b2c3fd9f43c6ad428f4b0d'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '美股上市',\n",
       "      'compLogo': '6196092ccebef22fcca2f36f01u.png',\n",
       "      'compName': '小鹏汽车',\n",
       "      'compId': 8908817,\n",
       "      'link': 'https://www.liepin.com/company/8908817/',\n",
       "      'compIndustry': '整车制造'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261366211%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"李女士\",\"userId\":\"cbd052c12a8136b5dd7d2a65431d73d3\",\"jobId\":\"53497495\",\"imId\":\"01991e2da421340bac365a663ca833da\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '成都-武侯区',\n",
       "      'topJob': True,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231007105602',\n",
       "      'advViewFlag': True,\n",
       "      'title': 'Product Sales Executive',\n",
       "      'jobId': '53497495',\n",
       "      'salary': '15-20k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'link': 'https://www.liepin.com/job/1953497495.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': '招聘经理/HRBP',\n",
       "      'imId': '01991e2da421340bac365a663ca833da',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'cbd052c12a8136b5dd7d2a65431d73d3'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compLogo': '5d303b2ddde7f0565c196b5f01u.png',\n",
       "      'compName': '中核安科锐(天津)医疗科技有限责任公司',\n",
       "      'compId': 10073923,\n",
       "      'link': 'https://www.liepin.com/company/10073923/',\n",
       "      'compIndustry': '医疗器械'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2253497495%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"胡先生\",\"userId\":\"179db1c09ddc3ce5a008f34dba41f8ec\",\"jobId\":\"62144583\",\"imId\":\"895c218c060fe5de62f6540bf442d9e7\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5dc0e6e147b2f02171ba432f04u.png\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '厦门-同安区',\n",
       "      'topJob': True,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231011164949',\n",
       "      'advViewFlag': True,\n",
       "      'title': '跨境电商产品经理',\n",
       "      'jobId': '62144583',\n",
       "      'salary': '10-18k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=2',\n",
       "      'link': 'https://www.liepin.com/job/1962144583.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '胡先生',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'imId': '895c218c060fe5de62f6540bf442d9e7',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5dc0e6e147b2f02171ba432f04u.png',\n",
       "      'recruiterId': '179db1c09ddc3ce5a008f34dba41f8ec'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compLogo': '5dc39310cd52473b94bc5cdb05u.jpg',\n",
       "      'compName': '厦门绵羊抗疲劳垫有限公司',\n",
       "      'compId': 8634990,\n",
       "      'link': 'https://www.liepin.com/company/8634990/',\n",
       "      'compIndustry': '贸易/进出口'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2262144583%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"于女士\",\"userId\":\"17f1e4b47cb3f4a696e49fda27e22817\",\"jobId\":\"49059187\",\"imId\":\"28d934ff6deaf8bbd2e7a31c096a5fc3\",\"imUserType\":\"2\",\"recruiterPhoto\":\"6331561f67d47138decff51e08u.png\"}',\n",
       "     'job': {'labels': ['供应链产品',\n",
       "       '电子/半导体/集成电路',\n",
       "       '家电行业',\n",
       "       '电力',\n",
       "       '团队管理',\n",
       "       '产品规划',\n",
       "       '用户研究',\n",
       "       '需求挖掘'],\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20231007143231',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理PM – Product Manager',\n",
       "      'jobId': '49059187',\n",
       "      'salary': '14-25k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=3',\n",
       "      'link': 'https://www.liepin.com/a/49059187.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '于女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '28d934ff6deaf8bbd2e7a31c096a5fc3',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '6331561f67d47138decff51e08u.png',\n",
       "      'recruiterId': '17f1e4b47cb3f4a696e49fda27e22817'},\n",
       "     'comp': {'compScale': '1-49人',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海电子/半导体/集成电路公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2249059187%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"吴女士\",\"userId\":\"14799e1bef289c70aa9b550257de7ea8\",\"jobId\":\"50965433\",\"imId\":\"0ce6f53a162e27cc9427b88c78d2ff1f\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['英语',\n",
       "       '市场推广',\n",
       "       '市场拓展',\n",
       "       '渠道策划',\n",
       "       '市场策划',\n",
       "       '市场调研分析',\n",
       "       '乙方公司背景',\n",
       "       'to B',\n",
       "       '大客户',\n",
       "       '无销售性质'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '广州-天河区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231011104431',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理（化妆品原料）/Product Manager',\n",
       "      'jobId': '50965433',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=4',\n",
       "      'link': 'https://www.liepin.com/job/1950965433.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '硕士'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '吴女士',\n",
       "      'recruiterTitle': 'HR Officer',\n",
       "      'imId': '0ce6f53a162e27cc9427b88c78d2ff1f',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '14799e1bef289c70aa9b550257de7ea8'},\n",
       "     'comp': {'compScale': '50-99人',\n",
       "      'compLogo': '6274ee6d04a5ff469b10880402u.png',\n",
       "      'compName': '仙婷集团',\n",
       "      'compId': 8112968,\n",
       "      'link': 'https://www.liepin.com/company/8112968/',\n",
       "      'compIndustry': '贸易/进出口'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2250965433%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"陈先生\",\"userId\":\"d4be0c7af21e622076f4668dbe33f725\",\"jobId\":\"36908035\",\"imId\":\"4a4ece35206ffdf578f5885b11a76839\",\"imUserType\":\"2\",\"recruiterPhoto\":\"57c4e9d345ce9f0a74a9b8cd04a.png\"}',\n",
       "     'job': {'labels': ['数据产品', '数据挖掘', '数据分析', '产品规划'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '深圳',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20210311143004',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'Lazada-Data Product Manager-流量数据产品经理（深圳）',\n",
       "      'jobId': '36908035',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=5&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=5',\n",
       "      'link': 'https://www.liepin.com/job/1936908035.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '学历不限'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '陈先生',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'imId': '4a4ece35206ffdf578f5885b11a76839',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '57c4e9d345ce9f0a74a9b8cd04a.png',\n",
       "      'recruiterId': 'd4be0c7af21e622076f4668dbe33f725'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '5bfe915474719d35745acf0903a.png',\n",
       "      'compName': '阿里巴巴集团',\n",
       "      'compId': 1072424,\n",
       "      'link': 'https://www.liepin.com/company/1072424/',\n",
       "      'compIndustry': '互联网'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2236908035%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"严女士\",\"userId\":\"723c3941f8a1a97a234eca88e8a618ed\",\"jobId\":\"48697515\",\"imId\":\"74fcd6adccabcb3597cd4b0530f9e3f9\",\"imUserType\":\"2\",\"recruiterPhoto\":\"6335a3a3ea177d16a68aca0308u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230928103622',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'Product Manager 产品经理',\n",
       "      'jobId': '48697515',\n",
       "      'salary': '20-30k·15薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=6&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=6',\n",
       "      'link': 'https://www.liepin.com/a/48697515.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '严女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '74fcd6adccabcb3597cd4b0530f9e3f9',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '6335a3a3ea177d16a68aca0308u.jpg',\n",
       "      'recruiterId': '723c3941f8a1a97a234eca88e8a618ed'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '知名欧洲制造业',\n",
       "      'link': '',\n",
       "      'compIndustry': '石油/化工'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2248697515%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"王女士\",\"userId\":\"70f0e35f92166fe6c754967de1b6edb7\",\"jobId\":\"48872139\",\"imId\":\"980f8a99dcbdee82d02b94a21a70f1cd\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5fd6ebaab379773c7f5fc8df06u.png\"}',\n",
       "     'job': {'labels': [],\n",
       "      'dq': '上海-长宁区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20231011163502',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理PM',\n",
       "      'jobId': '48872139',\n",
       "      'salary': '25-35k·14薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=7&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=7',\n",
       "      'link': 'https://www.liepin.com/a/48872139.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '980f8a99dcbdee82d02b94a21a70f1cd',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5fd6ebaab379773c7f5fc8df06u.png',\n",
       "      'recruiterId': '70f0e35f92166fe6c754967de1b6edb7'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海医疗设备公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '医疗器械'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2248872139%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"麦女士\",\"userId\":\"8d3d2cbbc988a91d1073ef723884c5e3\",\"jobId\":\"59251449\",\"imId\":\"f9e571a86244581f160b5b344d4ef7b6\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['数据产品', '电子/半导体/集成电路', '市场调研', '产品规划', '数据分析', '团队管理'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '北京',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231009143804',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'PM产品经理（ON/Semtech产线 PM）',\n",
       "      'jobId': '59251449',\n",
       "      'salary': '14-20k·14薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=8&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=8',\n",
       "      'link': 'https://www.liepin.com/job/1959251449.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '麦女士',\n",
       "      'recruiterTitle': '高级HRBP',\n",
       "      'imId': 'f9e571a86244581f160b5b344d4ef7b6',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '8d3d2cbbc988a91d1073ef723884c5e3'},\n",
       "     'comp': {'compScale': '500-999人',\n",
       "      'compLogo': '5bfe9bce74719df0ac9a179703a.png',\n",
       "      'compName': '中电港',\n",
       "      'compId': 8523053,\n",
       "      'link': 'https://www.liepin.com/company/8523053/',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2259251449%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"邢女士\",\"userId\":\"0e245805142ef4c1421a9e80d38b91bc\",\"jobId\":\"62032011\",\"imId\":\"e039bfb898b83729e474946c099a7055\",\"imUserType\":\"2\",\"recruiterPhoto\":\"638d53d8ed72de1d9178ca3f06u.png\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '深圳-宝安区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231008113412',\n",
       "      'advViewFlag': False,\n",
       "      'title': '海外高级产品经理',\n",
       "      'jobId': '62032011',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=9&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=9',\n",
       "      'link': 'https://www.liepin.com/job/1962032011.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '邢女士',\n",
       "      'recruiterTitle': '海外招聘高级经理',\n",
       "      'imId': 'e039bfb898b83729e474946c099a7055',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '638d53d8ed72de1d9178ca3f06u.png',\n",
       "      'recruiterId': '0e245805142ef4c1421a9e80d38b91bc'},\n",
       "     'comp': {'compScale': '',\n",
       "      'compLogo': '63896aedf0e9fd244d8a172206u.png',\n",
       "      'compName': '深圳绣水铭山科技有限公司',\n",
       "      'compId': 13339939,\n",
       "      'link': 'https://www.liepin.com/company/13339939/',\n",
       "      'compIndustry': '智能硬件'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2262032011%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"王女士\",\"userId\":\"435b286bb8f76f8f51d56a5f1de4256c\",\"jobId\":\"43765787\",\"imId\":\"1302b01334b547df3eae059a38e31609\",\"imUserType\":\"2\",\"recruiterPhoto\":\"6098fbd5919e256bc8d799fe03u.png\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '深圳-宝安区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230821133647',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理 PLM PM',\n",
       "      'jobId': '43765787',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=10&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=10',\n",
       "      'link': 'https://www.liepin.com/job/1943765787.shtml',\n",
       "      'requireWorkYears': '10年以上',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': 'Talent Acquisition',\n",
       "      'imId': '1302b01334b547df3eae059a38e31609',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '6098fbd5919e256bc8d799fe03u.png',\n",
       "      'recruiterId': '435b286bb8f76f8f51d56a5f1de4256c'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compLogo': '5bfe9df574719d2aa34b7b2203a.png',\n",
       "      'compName': '伊顿中国',\n",
       "      'compId': 1069385,\n",
       "      'link': 'https://www.liepin.com/company/1069385/',\n",
       "      'compIndustry': '机械/设备'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2243765787%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"叶女士\",\"userId\":\"3d38444cf16082b86af796bc41f43a15\",\"jobId\":\"48531427\",\"imId\":\"993247f23540bc9a1118e52d65fb8ab7\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20221014084325',\n",
       "      'advViewFlag': False,\n",
       "      'title': '区域产品经理 Regional Product Manager',\n",
       "      'jobId': '48531427',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=11&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=11',\n",
       "      'link': 'https://www.liepin.com/job/1948531427.shtml',\n",
       "      'requireWorkYears': '10年以上',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '叶女士',\n",
       "      'recruiterTitle': '高级人事专员',\n",
       "      'imId': '993247f23540bc9a1118e52d65fb8ab7',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '3d38444cf16082b86af796bc41f43a15'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compLogo': '5bfe961b74719df0ac98f54d03a.png',\n",
       "      'compName': '豪德机械',\n",
       "      'compId': 8008979,\n",
       "      'link': 'https://www.liepin.com/company/8008979/',\n",
       "      'compIndustry': '机械/设备'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2248531427%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"白女士\",\"userId\":\"6a77933d13f747d05e6b925786705a3c\",\"jobId\":\"55701659\",\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['CRM系统'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '北京-朝阳区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231009105931',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'Product Manager(CRM) 产品经理',\n",
       "      'jobId': '55701659',\n",
       "      'salary': '20-40k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=12&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=12',\n",
       "      'link': 'https://www.liepin.com/job/1955701659.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '白女士',\n",
       "      'recruiterTitle': 'Talent Partner',\n",
       "      'imId': 'd2d1b8fb216557be160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '6a77933d13f747d05e6b925786705a3c'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': '其他股票市场上市',\n",
       "      'compLogo': '5bfea42f74719d2aa34cad5a03a.png',\n",
       "      'compName': '维我软件',\n",
       "      'compId': 8062928,\n",
       "      'link': 'https://www.liepin.com/company/8062928/',\n",
       "      'compIndustry': '计算机软件'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2255701659%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"蒋女士\",\"userId\":\"be988735074c3c9f8cbb3179c1869d83\",\"jobId\":\"58967171\",\"imId\":\"d66f295a957a5a13c051c4e7ef49e137\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['供应链产品', 'to B', '英文沟通'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-浦东新区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230531085041',\n",
       "      'advViewFlag': False,\n",
       "      'title': '资深产品经理(供应链业务) - Staff Software Product Manager (Supply  Chain)',\n",
       "      'jobId': '58967171',\n",
       "      'salary': '40-70k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=13&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=13',\n",
       "      'link': 'https://www.liepin.com/job/1958967171.shtml',\n",
       "      'requireWorkYears': '10年以上',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '蒋女士',\n",
       "      'recruiterTitle': 'Recruiter/Talent Sourcer',\n",
       "      'imId': 'd66f295a957a5a13c051c4e7ef49e137',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': 'be988735074c3c9f8cbb3179c1869d83'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compLogo': '636685295f464d5d0800357c02u.png',\n",
       "      'compName': '特斯拉汽车（北京）有限公司',\n",
       "      'compId': 8626076,\n",
       "      'link': 'https://www.liepin.com/company/8626076/',\n",
       "      'compIndustry': '新能源汽车'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2258967171%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"麦女士\",\"userId\":\"aaa4fff022f11af4ce37c306d8389e01\",\"jobId\":\"62064461\",\"imId\":\"dbbe358582219b48b64be310238bddad\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}',\n",
       "     'job': {'labels': ['金融产品', '金融行业', '产品设计'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '成都-高新区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231009130708',\n",
       "      'advViewFlag': False,\n",
       "      'title': '系统方案经理',\n",
       "      'jobId': '62064461',\n",
       "      'salary': '20-35k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=14&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=14',\n",
       "      'link': 'https://www.liepin.com/job/1962064461.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '麦女士',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'imId': 'dbbe358582219b48b64be310238bddad',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg',\n",
       "      'recruiterId': 'aaa4fff022f11af4ce37c306d8389e01'},\n",
       "     'comp': {'compScale': '50-99人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '61a5ed59f96ca95918aa325108u.png',\n",
       "      'compName': '滴灌通',\n",
       "      'compId': 13013013,\n",
       "      'link': 'https://www.liepin.com/company/13013013/',\n",
       "      'compIndustry': '专业技术服务'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2262064461%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"王女士\",\"userId\":\"71c77628a36ce9ebacc3c501f84828b0\",\"jobId\":\"58714137\",\"imId\":\"5437e35e6c19932fe68ea511f8a9efc5\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['汽车行业', 'to G', '产品规划', '团队管理'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '合肥-经开区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230521114811',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'IT&D  Product Manager MOSC / Connectivity(MOSC数字产品经理）',\n",
       "      'jobId': '58714137',\n",
       "      'salary': '20-35k·16薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=15&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=15',\n",
       "      'link': 'https://www.liepin.com/job/1958714137.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '高级招聘顾问',\n",
       "      'imId': '5437e35e6c19932fe68ea511f8a9efc5',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '71c77628a36ce9ebacc3c501f84828b0'},\n",
       "     'comp': {'compScale': '500-999人',\n",
       "      'compLogo': '605005de4b6e4a5839a976ce01u.png',\n",
       "      'compName': '大众汽车(安徽)有限公司',\n",
       "      'compId': 9496810,\n",
       "      'link': 'https://www.liepin.com/company/9496810/',\n",
       "      'compIndustry': '整车制造'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2258714137%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"洪女士\",\"userId\":\"192e0c2bfcca44472dc3ac6399ba9c57\",\"jobId\":\"60787341\",\"imId\":\"b0dfbfef1f4b584b4a7a04e7d95591ea\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['数据产品',\n",
       "       '计算机软件',\n",
       "       '智能硬件',\n",
       "       '用户研究',\n",
       "       '团队管理',\n",
       "       '产品规划',\n",
       "       '数据分析',\n",
       "       '需求分析',\n",
       "       '产品设计',\n",
       "       '竞品分析'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '苏州-太仓',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231011112217',\n",
       "      'advViewFlag': False,\n",
       "      'title': '软件产品经理 Software Product Manager（太仓）',\n",
       "      'jobId': '60787341',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=16&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=16',\n",
       "      'link': 'https://www.liepin.com/job/1960787341.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '洪女士',\n",
       "      'recruiterTitle': '人才招聘',\n",
       "      'imId': 'b0dfbfef1f4b584b4a7a04e7d95591ea',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '192e0c2bfcca44472dc3ac6399ba9c57'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compLogo': '5bfea38674719d2aa34c8d9a03a.png',\n",
       "      'compName': '舍弗勒',\n",
       "      'compId': 925150,\n",
       "      'link': 'https://www.liepin.com/company/925150/',\n",
       "      'compIndustry': '汽车零部件及配件'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2260787341%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"张女士\",\"userId\":\"355c09dfd7336feb5943fde2214d11b7\",\"jobId\":\"61615391\",\"imId\":\"fa40c71ef313c1451706e81b284fe569\",\"imUserType\":\"2\",\"recruiterPhoto\":\"6500221b8847c5357015cb8f01u.jpeg\"}',\n",
       "     'job': {'labels': ['支付产品',\n",
       "       '后台产品',\n",
       "       '商业产品',\n",
       "       '工具产品',\n",
       "       '支付行业',\n",
       "       '产品优化',\n",
       "       '用户研究',\n",
       "       '产品规划',\n",
       "       '团队管理',\n",
       "       '竞品分析'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-闵行区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230914013416',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'Digital Wallet Product Manager - Payment Scenario 数字钱包产品经理—支付场景',\n",
       "      'jobId': '61615391',\n",
       "      'salary': '30-50k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=17&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=17',\n",
       "      'link': 'https://www.liepin.com/job/1961615391.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '',\n",
       "      'imId': 'fa40c71ef313c1451706e81b284fe569',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '6500221b8847c5357015cb8f01u.jpeg',\n",
       "      'recruiterId': '355c09dfd7336feb5943fde2214d11b7'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '5d887b5528021708fa52b44403u.jpg',\n",
       "      'compName': '字节跳动',\n",
       "      'compId': 7863078,\n",
       "      'link': 'https://www.liepin.com/company/7863078/',\n",
       "      'compIndustry': '互联网'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261615391%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"陈女士\",\"userId\":\"48dd798a325bf0f7ca6b86ba539a95f7\",\"jobId\":\"61613597\",\"imId\":\"baa82c2312c681ef8b0ca3877d009dea\",\"imUserType\":\"2\",\"recruiterPhoto\":\"602b29ccad680947d556b83804u.png\"}',\n",
       "     'job': {'labels': ['数据产品', 'SQL', '智慧城市', '生活服务', 'to B'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-闵行区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230928150158',\n",
       "      'advViewFlag': False,\n",
       "      'title': '高级数据产品经理',\n",
       "      'jobId': '61613597',\n",
       "      'salary': '25-35k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=18&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=18',\n",
       "      'link': 'https://www.liepin.com/job/1961613597.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '高级招聘经理',\n",
       "      'imId': 'baa82c2312c681ef8b0ca3877d009dea',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '602b29ccad680947d556b83804u.png',\n",
       "      'recruiterId': '48dd798a325bf0f7ca6b86ba539a95f7'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compLogo': '5ed9f098ec4db462f831442906u.jpg',\n",
       "      'compName': '旭辉永升服务',\n",
       "      'compId': 8191874,\n",
       "      'link': 'https://www.liepin.com/company/8191874/',\n",
       "      'compIndustry': '房地产租赁/中介'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261613597%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"任女士\",\"userId\":\"1dd818e1c1f2d2afdb8d3c9df8d432ba\",\"jobId\":\"42385671\",\"imId\":\"32fa371dcb09091eaaa70b13e477f173\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['产品管理', '产品推广', '存储器'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '杭州-滨江区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231010134725',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理（存储）(J14384)',\n",
       "      'jobId': '42385671',\n",
       "      'salary': '12-20k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=19&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=19',\n",
       "      'link': 'https://www.liepin.com/job/1942385671.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '任女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'imId': '32fa371dcb09091eaaa70b13e477f173',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '1dd818e1c1f2d2afdb8d3c9df8d432ba'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '沪深A股上市',\n",
       "      'compLogo': '5bfe9c3674719df0ac9a2b2b03a.png',\n",
       "      'compName': '大华技术',\n",
       "      'compId': 6755578,\n",
       "      'link': 'https://www.liepin.com/company/6755578/',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2242385671%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"洪女士\",\"userId\":\"49456bf7c47ad70d219291c49e5b9314\",\"jobId\":\"61924043\",\"imId\":\"b736db3b42e0395a5ffa3c8d56bb2e9d\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['产品规划', '市场调研', '用户研究', '电子商务'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '深圳-南山区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230928114733',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'PM产品经理',\n",
       "      'jobId': '61924043',\n",
       "      'salary': '13-16k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=20&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=20',\n",
       "      'link': 'https://www.liepin.com/job/1961924043.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '洪女士',\n",
       "      'recruiterTitle': '助理总经理/总助(高管级)',\n",
       "      'imId': 'b736db3b42e0395a5ffa3c8d56bb2e9d',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg',\n",
       "      'recruiterId': '49456bf7c47ad70d219291c49e5b9314'},\n",
       "     'comp': {'compScale': '1-49人',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '深圳中积芯科技有限公司',\n",
       "      'compId': 13629967,\n",
       "      'link': 'https://www.liepin.com/company/13629967/',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261924043%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"乔女士\",\"userId\":\"d82a250affd34ed2c9daeb8c1d873d41\",\"jobId\":\"61549483\",\"imId\":\"71191be2e5126d8a05783d9a4a302353\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['项目管理', '产品管理', 'Agile', 'Devops', 'PMP'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-浦东新区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230915202957',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'IT产品经理-数据仓库 Product Manager-Data Warehouse',\n",
       "      'jobId': '61549483',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=21&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=21',\n",
       "      'link': 'https://www.liepin.com/job/1961549483.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '乔女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'imId': '71191be2e5126d8a05783d9a4a302353',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'd82a250affd34ed2c9daeb8c1d873d41'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compLogo': '635a4177b3675f2b6ab3927407u.png',\n",
       "      'compName': '福特汽车金融',\n",
       "      'compId': 9570116,\n",
       "      'link': 'https://www.liepin.com/company/9570116/',\n",
       "      'compIndustry': '其他金融'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261549483%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"骆女士\",\"userId\":\"26d8939d6101992b6b55b0c3006e0786\",\"jobId\":\"60795561\",\"imId\":\"8288f623b9556609a152b73d5a2debd0\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}',\n",
       "     'job': {'labels': ['产品规划', '团队管理'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-徐汇区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230814163558',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理PM',\n",
       "      'jobId': '60795561',\n",
       "      'salary': '15-20k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=22&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=22',\n",
       "      'link': 'https://www.liepin.com/job/1960795561.shtml',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '大专'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '骆女士',\n",
       "      'recruiterTitle': '',\n",
       "      'imId': '8288f623b9556609a152b73d5a2debd0',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'recruiterId': '26d8939d6101992b6b55b0c3006e0786'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compLogo': '649d2907af6746533345133f06u.png',\n",
       "      'compName': '益登科技',\n",
       "      'compId': 8848015,\n",
       "      'link': 'https://www.liepin.com/company/8848015/',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2260795561%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"孙女士\",\"userId\":\"6ba963bf320d184de99485503740fff1\",\"jobId\":\"56286627\",\"imId\":\"7aa0d8a46d39fb2b62cb88e0a323364d\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5a9f63498e509036ebf34f6d06a.png\"}',\n",
       "     'job': {'labels': ['金融产品',\n",
       "       '策略产品',\n",
       "       '金融行业',\n",
       "       'IT互联网',\n",
       "       '互联网金融',\n",
       "       '产品规划',\n",
       "       '移动端产品',\n",
       "       '产品设计'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231011141001',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理(移动)（PM0001） (职位编号：PM0001)',\n",
       "      'jobId': '56286627',\n",
       "      'salary': '15-30k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=23&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=23',\n",
       "      'link': 'https://www.liepin.com/job/1956286627.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '孙女士',\n",
       "      'recruiterTitle': '人力资源伙伴(HRBP)',\n",
       "      'imId': '7aa0d8a46d39fb2b62cb88e0a323364d',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5a9f63498e509036ebf34f6d06a.png',\n",
       "      'recruiterId': '6ba963bf320d184de99485503740fff1'},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '5bfe9ac074719df0ac99e43003a.png',\n",
       "      'compName': '万得',\n",
       "      'compId': 8055349,\n",
       "      'link': 'https://www.liepin.com/company/8055349/',\n",
       "      'compIndustry': '互联网'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2256286627%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"宋女士\",\"userId\":\"5a4c262d8885e9942c69f434aaa14096\",\"jobId\":\"49536051\",\"imId\":\"ce7ccd785f8b8d8845913e3a4abf94f3\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-长宁区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230406144920',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理（PM）',\n",
       "      'jobId': '49536051',\n",
       "      'salary': '14-18k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=24&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=24',\n",
       "      'link': 'https://www.liepin.com/job/1949536051.shtml',\n",
       "      'requireWorkYears': '1-3年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '宋女士',\n",
       "      'recruiterTitle': '人力资源专员/助理',\n",
       "      'imId': 'ce7ccd785f8b8d8845913e3a4abf94f3',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '5a4c262d8885e9942c69f434aaa14096'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': 'B轮',\n",
       "      'compLogo': '613183e794a50f4ab32610ff01u.png',\n",
       "      'compName': '拉面说',\n",
       "      'compId': 9705876,\n",
       "      'link': 'https://www.liepin.com/company/9705876/',\n",
       "      'compIndustry': '食品/饮料/酒水'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2249536051%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"刘先生\",\"userId\":\"c204e12c186b70d57858b553fb56c213\",\"jobId\":\"44022163\",\"imId\":\"c01b7239c29322d914c33c05749ae593\",\"imUserType\":\"2\",\"recruiterPhoto\":\"616d0eaff3e81c74a137689a06u.png\"}',\n",
       "     'job': {'labels': ['ppt', '需求分析', '硬件产品'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '深圳',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20211018102103',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'pm产品经理',\n",
       "      'jobId': '44022163',\n",
       "      'salary': '13-18k·13薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=25&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=25',\n",
       "      'link': 'https://www.liepin.com/job/1944022163.shtml',\n",
       "      'requireWorkYears': '经验不限',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '刘先生',\n",
       "      'recruiterTitle': '物联网解决方案事业部副总',\n",
       "      'imId': 'c01b7239c29322d914c33c05749ae593',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '616d0eaff3e81c74a137689a06u.png',\n",
       "      'recruiterId': 'c204e12c186b70d57858b553fb56c213'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': 'D轮',\n",
       "      'compLogo': '6163dc033df70d56f3b601a406u.png',\n",
       "      'compName': 'BroadLink',\n",
       "      'compId': 10047697,\n",
       "      'link': 'https://www.liepin.com/company/10047697/',\n",
       "      'compIndustry': '智能硬件'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2244022163%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"万先生\",\"userId\":\"8a9f7420efe1111fa9891526b34c6c2a\",\"jobId\":\"49967313\",\"imId\":\"f6dc9ce90b0921a49ccf3dc45f6d7696\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5db1849947b2f02171adf34907u.jpg\"}',\n",
       "     'job': {'labels': ['功率器件'],\n",
       "      'dq': '深圳-宝安区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20231011175141',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理PM',\n",
       "      'jobId': '49967313',\n",
       "      'salary': '20-40k·13薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=26&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=26',\n",
       "      'link': 'https://www.liepin.com/a/49967313.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '万先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': 'f6dc9ce90b0921a49ccf3dc45f6d7696',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5db1849947b2f02171adf34907u.jpg',\n",
       "      'recruiterId': '8a9f7420efe1111fa9891526b34c6c2a'},\n",
       "     'comp': {'compScale': '500-999人',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某深圳大型电子/半导体/集成电路公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2249967313%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"甘女士\",\"userId\":\"4fa117a9e814cdf256b4a607638b27b1\",\"jobId\":\"49303231\",\"imId\":\"ef62ee349f590af8063dfc1b00f6daab\",\"imUserType\":\"2\",\"recruiterPhoto\":\"637c665be8b6041e76f0e91708u.jpeg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230912111518',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'PM产品经理',\n",
       "      'jobId': '49303231',\n",
       "      'salary': '27-40k·14薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=27&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=27',\n",
       "      'link': 'https://www.liepin.com/a/49303231.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '甘女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': 'ef62ee349f590af8063dfc1b00f6daab',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '637c665be8b6041e76f0e91708u.jpeg',\n",
       "      'recruiterId': '4fa117a9e814cdf256b4a607638b27b1'},\n",
       "     'comp': {'compScale': '5000-10000人',\n",
       "      'compStage': '不需要融资',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': 'TOP外资企业',\n",
       "      'link': '',\n",
       "      'compIndustry': '制药/生物工程'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2249303231%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"白女士\",\"userId\":\"6b551bc2e1d4d3c0d9a1aa0f9894eadb\",\"jobId\":\"49458283\",\"imId\":\"5544e2e63bf7d790bbc616e954f3a657\",\"imUserType\":\"2\",\"recruiterPhoto\":\"60325438b0b1a531fae81cf902u.png\"}',\n",
       "     'job': {'labels': ['市场洞察', '销售管理', '客户管理'],\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20231009093718',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'PM产品经理/SPM高级产品经理',\n",
       "      'jobId': '49458283',\n",
       "      'salary': '35-45k·13薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=28&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=28',\n",
       "      'link': 'https://www.liepin.com/a/49458283.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '白女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '5544e2e63bf7d790bbc616e954f3a657',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '60325438b0b1a531fae81cf902u.png',\n",
       "      'recruiterId': '6b551bc2e1d4d3c0d9a1aa0f9894eadb'},\n",
       "     'comp': {'compScale': '500-999人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海大型医疗设备公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '医疗器械'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2249458283%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"阮女士\",\"userId\":\"df9e9a42db29d8bb309da5b58cedcb02\",\"jobId\":\"48248963\",\"imId\":\"1e438569f0838c77c1bd2b3e9fec8144\",\"imUserType\":\"2\",\"recruiterPhoto\":\"63eae9705fcfd1664828ac1603u.jpeg\"}',\n",
       "     'job': {'labels': ['电子/半导体/集成电路', '需求挖掘', '竞品分析'],\n",
       "      'dq': '宁波-慈溪',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20231011144549',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理【工控/电子行业PM】',\n",
       "      'jobId': '48248963',\n",
       "      'salary': '21-35k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=29&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=29',\n",
       "      'link': 'https://www.liepin.com/a/48248963.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '阮女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '1e438569f0838c77c1bd2b3e9fec8144',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '63eae9705fcfd1664828ac1603u.jpeg',\n",
       "      'recruiterId': 'df9e9a42db29d8bb309da5b58cedcb02'},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某宁波大型电子/半导体/集成电路公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2248248963%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"郑女士\",\"userId\":\"793c7fa471e79b6fd5ce0d0e483c900c\",\"jobId\":\"48007233\",\"imId\":\"12478febe2388d2e99c5c4fb06d115ec\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f9f832bb89567441f033ddf06u.jpg\"}',\n",
       "     'job': {'labels': ['策略产品', '电子/半导体/集成电路', '竞品分析', '用户研究'],\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20231011102513',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理（国产线PM）',\n",
       "      'jobId': '48007233',\n",
       "      'salary': '25-30k·13薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=30&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=30',\n",
       "      'link': 'https://www.liepin.com/a/48007233.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '学历不限'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '郑女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '12478febe2388d2e99c5c4fb06d115ec',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f9f832bb89567441f033ddf06u.jpg',\n",
       "      'recruiterId': '793c7fa471e79b6fd5ce0d0e483c900c'},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'compStage': '战略融资',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海大型电子/半导体/集成电路公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2248007233%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2654fc2ff4117660ab87\",\"jobId\":\"61569983\",\"imId\":\"c21e0de99fc052c341e5bcee76e8c167\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['Agile',\n",
       "       'Rally',\n",
       "       'JIRA',\n",
       "       'PMP',\n",
       "       'DevOps',\n",
       "       'CICD',\n",
       "       'GitHub',\n",
       "       'ITIL',\n",
       "       'RPA',\n",
       "       'Pega'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-浦东新区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230912142203',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理-消息管理中台 Product Manager- Communication Messaging',\n",
       "      'jobId': '61569983',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=31&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=31',\n",
       "      'link': 'https://www.liepin.com/job/1961569983.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '施女士',\n",
       "      'recruiterTitle': '人力资源',\n",
       "      'imId': 'c21e0de99fc052c341e5bcee76e8c167',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'de0af46722bc2654fc2ff4117660ab87'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compLogo': '635a4177b3675f2b6ab3927407u.png',\n",
       "      'compName': '福特汽车金融',\n",
       "      'compId': 9570116,\n",
       "      'link': 'https://www.liepin.com/company/9570116/',\n",
       "      'compIndustry': '其他金融'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261569983%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"徐女士\",\"userId\":\"d5897337daba564d3c3007986dc1586c\",\"jobId\":\"49371003\",\"imId\":\"00e14d5f25b52b59f83a7239185bfe7b\",\"imUserType\":\"2\",\"recruiterPhoto\":\"62fe1483b548656b327798d601u.png\"}',\n",
       "     'job': {'labels': ['电子/半导体/集成电路'],\n",
       "      'dq': '上海-浦东新区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230913104555',\n",
       "      'advViewFlag': False,\n",
       "      'title': 'Product Manager – Data Warehouse (IT产品经理-数据仓库)',\n",
       "      'jobId': '49371003',\n",
       "      'salary': '23-40k·13薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=32&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=32',\n",
       "      'link': 'https://www.liepin.com/a/49371003.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '徐女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '00e14d5f25b52b59f83a7239185bfe7b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '62fe1483b548656b327798d601u.png',\n",
       "      'recruiterId': 'd5897337daba564d3c3007986dc1586c'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海世界500强公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '基金/证券/期货'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2249371003%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"杨先生\",\"userId\":\"dd0950349f402d2194eb8148a132ff22\",\"jobId\":\"47307987\",\"imId\":\"784c2b987245e47cc3598071a0e218f7\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f986c79c7cc70efbf36c808u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '深圳-宝安区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231011103916',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理PM',\n",
       "      'jobId': '47307987',\n",
       "      'salary': '15-20k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=33&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=33',\n",
       "      'link': 'https://www.liepin.com/job/1947307987.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '统招本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '杨先生',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'imId': '784c2b987245e47cc3598071a0e218f7',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f986c79c7cc70efbf36c808u.jpg',\n",
       "      'recruiterId': 'dd0950349f402d2194eb8148a132ff22'},\n",
       "     'comp': {'compScale': '50-99人',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compName': '深圳市盈辉电子有限公司',\n",
       "      'compId': 9579944,\n",
       "      'link': 'https://www.liepin.com/company/9579944/',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2247307987%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b243bb131668d4424cd3\",\"jobId\":\"61168299\",\"imId\":\"f6b7241c2baec70cb55f541d35f91cff\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['数据产品', '数据分析', '产品规划', '团队管理', '用户研究'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-闵行区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231006012953',\n",
       "      'advViewFlag': False,\n",
       "      'title': '特效工具产品经理-智能创作  Effects Tools Product Manager-Intelligent Creation',\n",
       "      'jobId': '61168299',\n",
       "      'salary': '20-50k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=34&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=34',\n",
       "      'link': 'https://www.liepin.com/job/1961168299.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '曾女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'imId': 'f6b7241c2baec70cb55f541d35f91cff',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': '27b40b320914b243bb131668d4424cd3'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '5d887b5528021708fa52b44403u.jpg',\n",
       "      'compName': '字节跳动',\n",
       "      'compId': 7863078,\n",
       "      'link': 'https://www.liepin.com/company/7863078/',\n",
       "      'compIndustry': '互联网'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261168299%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b243bb131668d4424cd3\",\"jobId\":\"61168301\",\"imId\":\"f6b7241c2baec70cb55f541d35f91cff\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['数据产品', '数据分析', '产品规划', '团队管理', '用户研究'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '杭州-余杭区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231006012954',\n",
       "      'advViewFlag': False,\n",
       "      'title': '特效工具产品经理-智能创作  Effects Tools Product Manager-Intelligent Creation',\n",
       "      'jobId': '61168301',\n",
       "      'salary': '20-50k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=35&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=35',\n",
       "      'link': 'https://www.liepin.com/job/1961168301.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '曾女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'imId': 'f6b7241c2baec70cb55f541d35f91cff',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': '27b40b320914b243bb131668d4424cd3'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '5d887b5528021708fa52b44403u.jpg',\n",
       "      'compName': '字节跳动',\n",
       "      'compId': 7863078,\n",
       "      'link': 'https://www.liepin.com/company/7863078/',\n",
       "      'compIndustry': '互联网'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261168301%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"王女士\",\"userId\":\"2ebffa63c40c1b0419ae7571864f2fce\",\"jobId\":\"56880759\",\"imId\":\"8ea3caf071bd3fb48b447ad70f1e47eb\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '北京-西城区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231007130319',\n",
       "      'advViewFlag': False,\n",
       "      'title': '中央市场部产品经理（SPM或PM）',\n",
       "      'jobId': '56880759',\n",
       "      'salary': '30-50k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=36&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=36',\n",
       "      'link': 'https://www.liepin.com/job/1956880759.shtml',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '人力经理',\n",
       "      'imId': '8ea3caf071bd3fb48b447ad70f1e47eb',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': '2ebffa63c40c1b0419ae7571864f2fce'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '61669ad2a2ad237852e81b9006u.png',\n",
       "      'compName': '吉林惠升生物制药有限公司',\n",
       "      'compId': 10190891,\n",
       "      'link': 'https://www.liepin.com/company/10190891/',\n",
       "      'compIndustry': '制药'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2256880759%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"1\",\"recruiterName\":\"李女士\",\"userId\":\"626e7fc91586b9feaf715ac00b93e6cf\",\"jobId\":\"48007363\",\"imId\":\"7fdf416e16967b7aff9aa041fd487686\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5e37988a29d83a6754459ef103u.png\"}',\n",
       "     'job': {'labels': ['策略产品', '电子/半导体/集成电路', '竞品分析', '用户研究'],\n",
       "      'dq': '上海',\n",
       "      'topJob': False,\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20231011102620',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理（国产线PM）',\n",
       "      'jobId': '48007363',\n",
       "      'salary': '23-28k·13薪',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=37',\n",
       "      'link': 'https://www.liepin.com/a/48007363.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '学历不限'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'imId': '7fdf416e16967b7aff9aa041fd487686',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5e37988a29d83a6754459ef103u.png',\n",
       "      'recruiterId': '626e7fc91586b9feaf715ac00b93e6cf'},\n",
       "     'comp': {'compScale': '2000-5000人',\n",
       "      'compStage': '战略融资',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compName': '某上海大型电子/半导体/集成电路公司',\n",
       "      'link': '',\n",
       "      'compIndustry': '电子/半导体/集成电路'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%221%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2248007363%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2654fc2ff4117660ab87\",\"jobId\":\"61569967\",\"imId\":\"c21e0de99fc052c341e5bcee76e8c167\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['Agile',\n",
       "       'Rally',\n",
       "       'JIRA',\n",
       "       'PMP',\n",
       "       'DevOps',\n",
       "       'CICD',\n",
       "       'GitHub',\n",
       "       'ITIL'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '上海-浦东新区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231011090513',\n",
       "      'advViewFlag': False,\n",
       "      'title': '产品经理-文档影像管理 Product Manager- Document Management',\n",
       "      'jobId': '61569967',\n",
       "      'salary': '薪资面议',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=38',\n",
       "      'link': 'https://www.liepin.com/job/1961569967.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '施女士',\n",
       "      'recruiterTitle': '人力资源',\n",
       "      'imId': 'c21e0de99fc052c341e5bcee76e8c167',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'recruiterId': 'de0af46722bc2654fc2ff4117660ab87'},\n",
       "     'comp': {'compScale': '100-499人',\n",
       "      'compLogo': '635a4177b3675f2b6ab3927407u.png',\n",
       "      'compName': '福特汽车金融',\n",
       "      'compId': 9570116,\n",
       "      'link': 'https://www.liepin.com/company/9570116/',\n",
       "      'compIndustry': '其他金融'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261569967%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'},\n",
       "    {'dataParams': '{\"jobKind\":\"2\",\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b243bb131668d4424cd3\",\"jobId\":\"61168405\",\"imId\":\"f6b7241c2baec70cb55f541d35f91cff\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['数据产品', '数据分析', '产品规划', '团队管理', '用户研究'],\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dq': '深圳-南山区',\n",
       "      'topJob': False,\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231006012913',\n",
       "      'advViewFlag': False,\n",
       "      'title': '特效工具产品经理-智能创作  Effects Tools Product Manager-Intelligent Creation',\n",
       "      'jobId': '61168405',\n",
       "      'salary': '20-50k',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=39',\n",
       "      'link': 'https://www.liepin.com/job/1961168405.shtml',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'requireEduLevel': '本科'},\n",
       "     'recruiter': {'chatted': False,\n",
       "      'recruiterName': '曾女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'imId': 'f6b7241c2baec70cb55f541d35f91cff',\n",
       "      'imUserType': '2',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg',\n",
       "      'recruiterId': '27b40b320914b243bb131668d4424cd3'},\n",
       "     'comp': {'compScale': '10000人以上',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '5d887b5528021708fa52b44403u.jpg',\n",
       "      'compName': '字节跳动',\n",
       "      'compId': 7863078,\n",
       "      'link': 'https://www.liepin.com/company/7863078/',\n",
       "      'compIndustry': '互联网'},\n",
       "     'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2261168405%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D'}],\n",
       "   'compList': []},\n",
       "  'passThroughData': {'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n",
       "   'scene': 'input',\n",
       "   'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n",
       "   'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n",
       "   'sfrom': 'search_job_pc'},\n",
       "  'pagination': {'pageSize': 40,\n",
       "   'currentPage': 0,\n",
       "   'totalPage': 10,\n",
       "   'totalCounts': 807,\n",
       "   'hasNext': False}}}"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0631c988",
   "metadata": {},
   "source": [
    "* 笔记\n",
    ">动态页面获取关键步骤：\n",
    "1.如果获取不到数据，请首先做模拟用户，即模拟hearders\n",
    "2.检查F12 Network部分XHR中参数的信息，确保和浏览器参数一致，先保证可以获取到数据\n",
    "3.在2的基础上，根据我们的数据需求优化参数数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "9605655e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>...</th>\n",
       "      <th>job.advViewFlag</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>job.requireWorkYears</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"茆女士\",\"userId\":\"0590cd2214329...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>63466e2452bce52e36be4b6808u.png</td>\n",
       "      <td>数新网络</td>\n",
       "      <td>12691823.0</td>\n",
       "      <td>https://www.liepin.com/company/12691823/</td>\n",
       "      <td>科技金融</td>\n",
       "      <td>[数据分析, AI人工智能产品, 云计算, to B, to G, 原型设计, 数据建模, ...</td>\n",
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       "      <td>False</td>\n",
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       "      <td>HRBP</td>\n",
       "      <td>1fca6a51c3d17cf9862955016a79cef0</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>0590cd22143290f6b6c15e09f271c67d</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"af4aea5e8e4c6...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60404ac5bf01cc6ce54b5da801u.png</td>\n",
       "      <td>北京海科融通支付</td>\n",
       "      <td>7908380.0</td>\n",
       "      <td>https://www.liepin.com/company/7908380/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>00e2f7aaf29cb891e37b0b202b2adc1c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>af4aea5e8e4c6da7efb9352494181452</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"陈女士\",\"userId\":\"48dd798a325bf...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5ed9f098ec4db462f831442906u.jpg</td>\n",
       "      <td>旭辉永升服务</td>\n",
       "      <td>8191874.0</td>\n",
       "      <td>https://www.liepin.com/company/8191874/</td>\n",
       "      <td>房地产租赁/中介</td>\n",
       "      <td>[数据产品, SQL, 智慧城市, 生活服务, to B]</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>高级招聘经理</td>\n",
       "      <td>baa82c2312c681ef8b0ca3877d009dea</td>\n",
       "      <td>2</td>\n",
       "      <td>602b29ccad680947d556b83804u.png</td>\n",
       "      <td>48dd798a325bf0f7ca6b86ba539a95f7</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"于女士\",\"userId\":\"17f1e4b47cb3f...</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>A轮</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[供应链产品, 电子/半导体/集成电路, 家电行业, 电力, 团队管理, 产品规划, 用户研...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>于女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>28d934ff6deaf8bbd2e7a31c096a5fc3</td>\n",
       "      <td>2</td>\n",
       "      <td>6331561f67d47138decff51e08u.png</td>\n",
       "      <td>17f1e4b47cb3f4a696e49fda27e22817</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"吴女士\",\"userId\":\"14799e1bef289...</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6274ee6d04a5ff469b10880402u.png</td>\n",
       "      <td>仙婷集团</td>\n",
       "      <td>8112968.0</td>\n",
       "      <td>https://www.liepin.com/company/8112968/</td>\n",
       "      <td>贸易/进出口</td>\n",
       "      <td>[英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>硕士</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>HR Officer</td>\n",
       "      <td>0ce6f53a162e27cc9427b88c78d2ff1f</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>14799e1bef289c70aa9b550257de7ea8</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"陈先生\",\"userId\":\"d4be0c7af21e6...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>5bfe915474719d35745acf0903a.png</td>\n",
       "      <td>阿里巴巴集团</td>\n",
       "      <td>1072424.0</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据挖掘, 数据分析, 产品规划]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>陈先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>4a4ece35206ffdf578f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>57c4e9d345ce9f0a74a9b8cd04a.png</td>\n",
       "      <td>d4be0c7af21e622076f4668dbe33f725</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"严女士\",\"userId\":\"723c3941f8a1a...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>已上市</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>知名欧洲制造业</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>石油/化工</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>严女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>74fcd6adccabcb3597cd4b0530f9e3f9</td>\n",
       "      <td>2</td>\n",
       "      <td>6335a3a3ea177d16a68aca0308u.jpg</td>\n",
       "      <td>723c3941f8a1a97a234eca88e8a618ed</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"70f0e35f92166...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海医疗设备公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>980f8a99dcbdee82d02b94a21a70f1cd</td>\n",
       "      <td>2</td>\n",
       "      <td>5fd6ebaab379773c7f5fc8df06u.png</td>\n",
       "      <td>70f0e35f92166fe6c754967de1b6edb7</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"麦女士\",\"userId\":\"8d3d2cbbc988a...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe9bce74719df0ac9a179703a.png</td>\n",
       "      <td>中电港</td>\n",
       "      <td>8523053.0</td>\n",
       "      <td>https://www.liepin.com/company/8523053/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[数据产品, 电子/半导体/集成电路, 市场调研, 产品规划, 数据分析, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>麦女士</td>\n",
       "      <td>高级HRBP</td>\n",
       "      <td>f9e571a86244581f160b5b344d4ef7b6</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>8d3d2cbbc988a91d1073ef723884c5e3</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"17a0d198b3414...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>63ec8bd5602f3e26bf895b8504u.png</td>\n",
       "      <td>Wisest Talent</td>\n",
       "      <td>9812461.0</td>\n",
       "      <td>https://www.liepin.com/company/9812461/</td>\n",
       "      <td>人力资源服务</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>Consultant</td>\n",
       "      <td>fc0c629536ac46df17c4cef3d8aaac05</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>17a0d198b3414dff7fc1a861ef6038fc</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"435b286bb8f76...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe9df574719d2aa34b7b2203a.png</td>\n",
       "      <td>伊顿中国</td>\n",
       "      <td>1069385.0</td>\n",
       "      <td>https://www.liepin.com/company/1069385/</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>Talent Acquisition</td>\n",
       "      <td>1302b01334b547df3eae059a38e31609</td>\n",
       "      <td>2</td>\n",
       "      <td>6098fbd5919e256bc8d799fe03u.png</td>\n",
       "      <td>435b286bb8f76f8f51d56a5f1de4256c</td>\n",
       "      <td>False</td>\n",
       "      <td>10年以上</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"叶女士\",\"userId\":\"3d38444cf1608...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe961b74719df0ac98f54d03a.png</td>\n",
       "      <td>豪德机械</td>\n",
       "      <td>8008979.0</td>\n",
       "      <td>https://www.liepin.com/company/8008979/</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>高级人事专员</td>\n",
       "      <td>993247f23540bc9a1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>3d38444cf16082b86af796bc41f43a15</td>\n",
       "      <td>False</td>\n",
       "      <td>10年以上</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"白女士\",\"userId\":\"6a77933d13f74...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>[CRM系统]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"蒋女士\",\"userId\":\"be988735074c3...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>636685295f464d5d0800357c02u.png</td>\n",
       "      <td>特斯拉汽车（北京）有限公司</td>\n",
       "      <td>8626076.0</td>\n",
       "      <td>https://www.liepin.com/company/8626076/</td>\n",
       "      <td>新能源汽车</td>\n",
       "      <td>[供应链产品, to B, 英文沟通]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>蒋女士</td>\n",
       "      <td>Recruiter/Talent Sourcer</td>\n",
       "      <td>d66f295a957a5a13c051c4e7ef49e137</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>be988735074c3c9f8cbb3179c1869d83</td>\n",
       "      <td>False</td>\n",
       "      <td>10年以上</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"方女士\",\"userId\":\"bf01602e6bbc6...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>战略投资</td>\n",
       "      <td>5dcd1baccd52473b94c9d9cd03u.png</td>\n",
       "      <td>兆华电子</td>\n",
       "      <td>8642467.0</td>\n",
       "      <td>https://www.liepin.com/company/8642467/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>方女士</td>\n",
       "      <td>测试</td>\n",
       "      <td>222037dc8a06995fee7b65a82243fe9b</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>bf01602e6bbc697c42577a0a73da2903</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"71c77628a36ce...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>605005de4b6e4a5839a976ce01u.png</td>\n",
       "      <td>大众汽车(安徽)有限公司</td>\n",
       "      <td>9496810.0</td>\n",
       "      <td>https://www.liepin.com/company/9496810/</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>[汽车行业, to G, 产品规划, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>高级招聘顾问</td>\n",
       "      <td>5437e35e6c19932fe68ea511f8a9efc5</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>71c77628a36ce9ebacc3c501f84828b0</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"洪女士\",\"userId\":\"192e0c2bfcca4...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfea38674719d2aa34c8d9a03a.png</td>\n",
       "      <td>舍弗勒</td>\n",
       "      <td>925150.0</td>\n",
       "      <td>https://www.liepin.com/company/925150/</td>\n",
       "      <td>汽车零部件及配件</td>\n",
       "      <td>[数据产品, 计算机软件, 智能硬件, 用户研究, 团队管理, 产品规划, 数据分析, 需求...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>洪女士</td>\n",
       "      <td>人才招聘</td>\n",
       "      <td>b0dfbfef1f4b584b4a7a04e7d95591ea</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>192e0c2bfcca44472dc3ac6399ba9c57</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"张女士\",\"userId\":\"355c09dfd7336...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[支付产品, 后台产品, 商业产品, 工具产品, 支付行业, 产品优化, 用户研究, 产品规...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>张女士</td>\n",
       "      <td></td>\n",
       "      <td>fa40c71ef313c1451706e81b284fe569</td>\n",
       "      <td>2</td>\n",
       "      <td>6500221b8847c5357015cb8f01u.jpeg</td>\n",
       "      <td>355c09dfd7336feb5943fde2214d11b7</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"张先生\",\"userId\":\"b45ae921c61e3...</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>沪深A股上市</td>\n",
       "      <td>629874f5da1d7020f1d29c4507u.png</td>\n",
       "      <td>喜临门</td>\n",
       "      <td>7931299.0</td>\n",
       "      <td>https://www.liepin.com/company/7931299/</td>\n",
       "      <td>家具/家居</td>\n",
       "      <td>[产品经理, 沙发产品, 家具家居]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>张先生</td>\n",
       "      <td></td>\n",
       "      <td>b02ae659b4dcf1cdc0b855de83315f3c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>b45ae921c61e3191eea87cc044b39155</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"af4aea5e8e4c6...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60404ac5bf01cc6ce54b5da801u.png</td>\n",
       "      <td>北京海科融通支付</td>\n",
       "      <td>7908380.0</td>\n",
       "      <td>https://www.liepin.com/company/7908380/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>00e2f7aaf29cb891e37b0b202b2adc1c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>af4aea5e8e4c6da7efb9352494181452</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"洪女士\",\"userId\":\"49456bf7c47ad...</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>深圳中积芯科技有限公司</td>\n",
       "      <td>13629967.0</td>\n",
       "      <td>https://www.liepin.com/company/13629967/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[产品规划, 市场调研, 用户研究, 电子商务]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>洪女士</td>\n",
       "      <td>助理总经理/总助(高管级)</td>\n",
       "      <td>b736db3b42e0395a5ffa3c8d56bb2e9d</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>49456bf7c47ad70d219291c49e5b9314</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"乔女士\",\"userId\":\"d82a250affd34...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>635a4177b3675f2b6ab3927407u.png</td>\n",
       "      <td>福特汽车金融</td>\n",
       "      <td>9570116.0</td>\n",
       "      <td>https://www.liepin.com/company/9570116/</td>\n",
       "      <td>其他金融</td>\n",
       "      <td>[项目管理, 产品管理, Agile, Devops, PMP]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>乔女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>71191be2e5126d8a05783d9a4a302353</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>d82a250affd34ed2c9daeb8c1d873d41</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"骆女士\",\"userId\":\"26d8939d61019...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>649d2907af6746533345133f06u.png</td>\n",
       "      <td>益登科技</td>\n",
       "      <td>8848015.0</td>\n",
       "      <td>https://www.liepin.com/company/8848015/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[产品规划, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>骆女士</td>\n",
       "      <td></td>\n",
       "      <td>8288f623b9556609a152b73d5a2debd0</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>26d8939d6101992b6b55b0c3006e0786</td>\n",
       "      <td>False</td>\n",
       "      <td>1-3年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"孙女士\",\"userId\":\"6ba963bf320d1...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>其他</td>\n",
       "      <td>5bfe9ac074719df0ac99e43003a.png</td>\n",
       "      <td>万得</td>\n",
       "      <td>8055349.0</td>\n",
       "      <td>https://www.liepin.com/company/8055349/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>人力资源伙伴(HRBP)</td>\n",
       "      <td>7aa0d8a46d39fb2b62cb88e0a323364d</td>\n",
       "      <td>2</td>\n",
       "      <td>5a9f63498e509036ebf34f6d06a.png</td>\n",
       "      <td>6ba963bf320d184de99485503740fff1</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"宋女士\",\"userId\":\"5a4c262d8885e...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>B轮</td>\n",
       "      <td>613183e794a50f4ab32610ff01u.png</td>\n",
       "      <td>拉面说</td>\n",
       "      <td>9705876.0</td>\n",
       "      <td>https://www.liepin.com/company/9705876/</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>宋女士</td>\n",
       "      <td>人力资源专员/助理</td>\n",
       "      <td>ce7ccd785f8b8d8845913e3a4abf94f3</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>5a4c262d8885e9942c69f434aaa14096</td>\n",
       "      <td>False</td>\n",
       "      <td>1-3年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"刘先生\",\"userId\":\"c204e12c186b7...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>D轮</td>\n",
       "      <td>6163dc033df70d56f3b601a406u.png</td>\n",
       "      <td>BroadLink</td>\n",
       "      <td>10047697.0</td>\n",
       "      <td>https://www.liepin.com/company/10047697/</td>\n",
       "      <td>智能硬件</td>\n",
       "      <td>[ppt, 需求分析, 硬件产品]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>物联网解决方案事业部副总</td>\n",
       "      <td>c01b7239c29322d914c33c05749ae593</td>\n",
       "      <td>2</td>\n",
       "      <td>616d0eaff3e81c74a137689a06u.png</td>\n",
       "      <td>c204e12c186b70d57858b553fb56c213</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"万先生\",\"userId\":\"8a9f7420efe11...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>A轮</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某深圳大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[功率器件]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>万先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>f6dc9ce90b0921a49ccf3dc45f6d7696</td>\n",
       "      <td>2</td>\n",
       "      <td>5db1849947b2f02171adf34907u.jpg</td>\n",
       "      <td>8a9f7420efe1111fa9891526b34c6c2a</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"甘女士\",\"userId\":\"4fa117a9e814c...</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>不需要融资</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>TOP外资企业</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>制药/生物工程</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>甘女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>ef62ee349f590af8063dfc1b00f6daab</td>\n",
       "      <td>2</td>\n",
       "      <td>637c665be8b6041e76f0e91708u.jpeg</td>\n",
       "      <td>4fa117a9e814cdf256b4a607638b27b1</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"白女士\",\"userId\":\"6b551bc2e1d4d...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海大型医疗设备公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>[市场洞察, 销售管理, 客户管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>白女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>5544e2e63bf7d790bbc616e954f3a657</td>\n",
       "      <td>2</td>\n",
       "      <td>60325438b0b1a531fae81cf902u.png</td>\n",
       "      <td>6b551bc2e1d4d3c0d9a1aa0f9894eadb</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"阮女士\",\"userId\":\"df9e9a42db29d...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某宁波大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[电子/半导体/集成电路, 需求挖掘, 竞品分析]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>阮女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>1e438569f0838c77c1bd2b3e9fec8144</td>\n",
       "      <td>2</td>\n",
       "      <td>63eae9705fcfd1664828ac1603u.jpeg</td>\n",
       "      <td>df9e9a42db29d8bb309da5b58cedcb02</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"郑女士\",\"userId\":\"793c7fa471e79...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>战略融资</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>12478febe2388d2e99c5c4fb06d115ec</td>\n",
       "      <td>2</td>\n",
       "      <td>5f9f832bb89567441f033ddf06u.jpg</td>\n",
       "      <td>793c7fa471e79b6fd5ce0d0e483c900c</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>635a4177b3675f2b6ab3927407u.png</td>\n",
       "      <td>福特汽车金融</td>\n",
       "      <td>9570116.0</td>\n",
       "      <td>https://www.liepin.com/company/9570116/</td>\n",
       "      <td>其他金融</td>\n",
       "      <td>[Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>施女士</td>\n",
       "      <td>人力资源</td>\n",
       "      <td>c21e0de99fc052c341e5bcee76e8c167</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>de0af46722bc2654fc2ff4117660ab87</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"徐女士\",\"userId\":\"d5897337daba5...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海世界500强公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>[电子/半导体/集成电路]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>00e14d5f25b52b59f83a7239185bfe7b</td>\n",
       "      <td>2</td>\n",
       "      <td>62fe1483b548656b327798d601u.png</td>\n",
       "      <td>d5897337daba564d3c3007986dc1586c</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"杨先生\",\"userId\":\"dd0950349f402...</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>深圳市盈辉电子有限公司</td>\n",
       "      <td>9579944.0</td>\n",
       "      <td>https://www.liepin.com/company/9579944/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>杨先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>784c2b987245e47cc3598071a0e218f7</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>dd0950349f402d2194eb8148a132ff22</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据分析, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>曾女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>f6b7241c2baec70cb55f541d35f91cff</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>27b40b320914b243bb131668d4424cd3</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据分析, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>曾女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>f6b7241c2baec70cb55f541d35f91cff</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>27b40b320914b243bb131668d4424cd3</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"2ebffa63c40c1...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>A轮</td>\n",
       "      <td>61669ad2a2ad237852e81b9006u.png</td>\n",
       "      <td>吉林惠升生物制药有限公司</td>\n",
       "      <td>10190891.0</td>\n",
       "      <td>https://www.liepin.com/company/10190891/</td>\n",
       "      <td>制药</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人力经理</td>\n",
       "      <td>8ea3caf071bd3fb48b447ad70f1e47eb</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>2ebffa63c40c1b0419ae7571864f2fce</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"李女士\",\"userId\":\"626e7fc91586b...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>战略融资</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>李女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>7fdf416e16967b7aff9aa041fd487686</td>\n",
       "      <td>2</td>\n",
       "      <td>5e37988a29d83a6754459ef103u.png</td>\n",
       "      <td>626e7fc91586b9feaf715ac00b93e6cf</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>635a4177b3675f2b6ab3927407u.png</td>\n",
       "      <td>福特汽车金融</td>\n",
       "      <td>9570116.0</td>\n",
       "      <td>https://www.liepin.com/company/9570116/</td>\n",
       "      <td>其他金融</td>\n",
       "      <td>[Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>施女士</td>\n",
       "      <td>人力资源</td>\n",
       "      <td>c21e0de99fc052c341e5bcee76e8c167</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>de0af46722bc2654fc2ff4117660ab87</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据分析, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>曾女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>f6b7241c2baec70cb55f541d35f91cff</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>27b40b320914b243bb131668d4424cd3</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
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       "31  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "32  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "33  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "34  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "35  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "36  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "37  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "38  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "39  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "\n",
       "                                           dataParams comp.compScale  \\\n",
       "0   {\"recruiterName\":\"茆女士\",\"userId\":\"0590cd2214329...       100-499人   \n",
       "1   {\"recruiterName\":\"王女士\",\"userId\":\"af4aea5e8e4c6...       500-999人   \n",
       "2   {\"recruiterName\":\"陈女士\",\"userId\":\"48dd798a325bf...       10000人以上   \n",
       "3   {\"recruiterName\":\"于女士\",\"userId\":\"17f1e4b47cb3f...          1-49人   \n",
       "4   {\"recruiterName\":\"吴女士\",\"userId\":\"14799e1bef289...         50-99人   \n",
       "5   {\"recruiterName\":\"陈先生\",\"userId\":\"d4be0c7af21e6...       10000人以上   \n",
       "6   {\"recruiterName\":\"严女士\",\"userId\":\"723c3941f8a1a...       100-499人   \n",
       "7   {\"recruiterName\":\"王女士\",\"userId\":\"70f0e35f92166...       100-499人   \n",
       "8   {\"recruiterName\":\"麦女士\",\"userId\":\"8d3d2cbbc988a...       500-999人   \n",
       "9   {\"recruiterName\":\"王女士\",\"userId\":\"17a0d198b3414...       500-999人   \n",
       "10  {\"recruiterName\":\"王女士\",\"userId\":\"435b286bb8f76...       10000人以上   \n",
       "11  {\"recruiterName\":\"叶女士\",\"userId\":\"3d38444cf1608...       100-499人   \n",
       "12  {\"recruiterName\":\"白女士\",\"userId\":\"6a77933d13f74...       100-499人   \n",
       "13  {\"recruiterName\":\"蒋女士\",\"userId\":\"be988735074c3...       10000人以上   \n",
       "14  {\"recruiterName\":\"方女士\",\"userId\":\"bf01602e6bbc6...       100-499人   \n",
       "15  {\"recruiterName\":\"王女士\",\"userId\":\"71c77628a36ce...       500-999人   \n",
       "16  {\"recruiterName\":\"洪女士\",\"userId\":\"192e0c2bfcca4...       10000人以上   \n",
       "17  {\"recruiterName\":\"张女士\",\"userId\":\"355c09dfd7336...       10000人以上   \n",
       "18  {\"recruiterName\":\"张先生\",\"userId\":\"b45ae921c61e3...    5000-10000人   \n",
       "19  {\"recruiterName\":\"王女士\",\"userId\":\"af4aea5e8e4c6...       500-999人   \n",
       "20  {\"recruiterName\":\"洪女士\",\"userId\":\"49456bf7c47ad...          1-49人   \n",
       "21  {\"recruiterName\":\"乔女士\",\"userId\":\"d82a250affd34...       100-499人   \n",
       "22  {\"recruiterName\":\"骆女士\",\"userId\":\"26d8939d61019...       100-499人   \n",
       "23  {\"recruiterName\":\"孙女士\",\"userId\":\"6ba963bf320d1...     2000-5000人   \n",
       "24  {\"recruiterName\":\"宋女士\",\"userId\":\"5a4c262d8885e...       100-499人   \n",
       "25  {\"recruiterName\":\"刘先生\",\"userId\":\"c204e12c186b7...       100-499人   \n",
       "26  {\"recruiterName\":\"万先生\",\"userId\":\"8a9f7420efe11...       500-999人   \n",
       "27  {\"recruiterName\":\"甘女士\",\"userId\":\"4fa117a9e814c...    5000-10000人   \n",
       "28  {\"recruiterName\":\"白女士\",\"userId\":\"6b551bc2e1d4d...       500-999人   \n",
       "29  {\"recruiterName\":\"阮女士\",\"userId\":\"df9e9a42db29d...     2000-5000人   \n",
       "30  {\"recruiterName\":\"郑女士\",\"userId\":\"793c7fa471e79...     2000-5000人   \n",
       "31  {\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...       100-499人   \n",
       "32  {\"recruiterName\":\"徐女士\",\"userId\":\"d5897337daba5...       100-499人   \n",
       "33  {\"recruiterName\":\"杨先生\",\"userId\":\"dd0950349f402...         50-99人   \n",
       "34  {\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...       10000人以上   \n",
       "35  {\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...       10000人以上   \n",
       "36  {\"recruiterName\":\"王女士\",\"userId\":\"2ebffa63c40c1...       100-499人   \n",
       "37  {\"recruiterName\":\"李女士\",\"userId\":\"626e7fc91586b...     2000-5000人   \n",
       "38  {\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...       100-499人   \n",
       "39  {\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...       10000人以上   \n",
       "\n",
       "   comp.compStage                    comp.compLogo       comp.compName  \\\n",
       "0           融资未公开  63466e2452bce52e36be4b6808u.png                数新网络   \n",
       "1             NaN  60404ac5bf01cc6ce54b5da801u.png            北京海科融通支付   \n",
       "2             NaN  5ed9f098ec4db462f831442906u.jpg              旭辉永升服务   \n",
       "3              A轮  60e2fe0bf3df194a3c48adb502u.png    某上海电子/半导体/集成电路公司   \n",
       "4             NaN  6274ee6d04a5ff469b10880402u.png                仙婷集团   \n",
       "5            港股上市  5bfe915474719d35745acf0903a.png              阿里巴巴集团   \n",
       "6             已上市  60e2fe0bf3df194a3c48adb502u.png             知名欧洲制造业   \n",
       "7           融资未公开  60e2fe0bf3df194a3c48adb502u.png           某上海医疗设备公司   \n",
       "8             NaN  5bfe9bce74719df0ac9a179703a.png                 中电港   \n",
       "9            港股上市  63ec8bd5602f3e26bf895b8504u.png       Wisest Talent   \n",
       "10            NaN  5bfe9df574719d2aa34b7b2203a.png                伊顿中国   \n",
       "11            NaN  5bfe961b74719df0ac98f54d03a.png                豪德机械   \n",
       "12       其他股票市场上市  5bfea42f74719d2aa34cad5a03a.png                维我软件   \n",
       "13            NaN  636685295f464d5d0800357c02u.png       特斯拉汽车（北京）有限公司   \n",
       "14           战略投资  5dcd1baccd52473b94c9d9cd03u.png                兆华电子   \n",
       "15            NaN  605005de4b6e4a5839a976ce01u.png        大众汽车(安徽)有限公司   \n",
       "16            NaN  5bfea38674719d2aa34c8d9a03a.png                 舍弗勒   \n",
       "17             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "18         沪深A股上市  629874f5da1d7020f1d29c4507u.png                 喜临门   \n",
       "19            NaN  60404ac5bf01cc6ce54b5da801u.png            北京海科融通支付   \n",
       "20            NaN  61b07937d0458d53c627567e02u.jpg         深圳中积芯科技有限公司   \n",
       "21            NaN  635a4177b3675f2b6ab3927407u.png              福特汽车金融   \n",
       "22            NaN  649d2907af6746533345133f06u.png                益登科技   \n",
       "23             其他  5bfe9ac074719df0ac99e43003a.png                  万得   \n",
       "24             B轮  613183e794a50f4ab32610ff01u.png                 拉面说   \n",
       "25             D轮  6163dc033df70d56f3b601a406u.png           BroadLink   \n",
       "26             A轮  60e2fe0bf3df194a3c48adb502u.png  某深圳大型电子/半导体/集成电路公司   \n",
       "27          不需要融资  60e2fe0bf3df194a3c48adb502u.png             TOP外资企业   \n",
       "28          融资未公开  60e2fe0bf3df194a3c48adb502u.png         某上海大型医疗设备公司   \n",
       "29          融资未公开  60e2fe0bf3df194a3c48adb502u.png  某宁波大型电子/半导体/集成电路公司   \n",
       "30           战略融资  60e2fe0bf3df194a3c48adb502u.png  某上海大型电子/半导体/集成电路公司   \n",
       "31            NaN  635a4177b3675f2b6ab3927407u.png              福特汽车金融   \n",
       "32          融资未公开  60e2fe0bf3df194a3c48adb502u.png         某上海世界500强公司   \n",
       "33          融资未公开  61b07937d0458d53c627567e02u.jpg         深圳市盈辉电子有限公司   \n",
       "34             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "35             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "36             A轮  61669ad2a2ad237852e81b9006u.png        吉林惠升生物制药有限公司   \n",
       "37           战略融资  60e2fe0bf3df194a3c48adb502u.png  某上海大型电子/半导体/集成电路公司   \n",
       "38            NaN  635a4177b3675f2b6ab3927407u.png              福特汽车金融   \n",
       "39             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "\n",
       "    comp.compId                                 comp.link comp.compIndustry  \\\n",
       "0    12691823.0  https://www.liepin.com/company/12691823/              科技金融   \n",
       "1     7908380.0   https://www.liepin.com/company/7908380/               互联网   \n",
       "2     8191874.0   https://www.liepin.com/company/8191874/          房地产租赁/中介   \n",
       "3           NaN                                                 电子/半导体/集成电路   \n",
       "4     8112968.0   https://www.liepin.com/company/8112968/            贸易/进出口   \n",
       "5     1072424.0   https://www.liepin.com/company/1072424/               互联网   \n",
       "6           NaN                                                       石油/化工   \n",
       "7           NaN                                                        医疗器械   \n",
       "8     8523053.0   https://www.liepin.com/company/8523053/       电子/半导体/集成电路   \n",
       "9     9812461.0   https://www.liepin.com/company/9812461/            人力资源服务   \n",
       "10    1069385.0   https://www.liepin.com/company/1069385/             机械/设备   \n",
       "11    8008979.0   https://www.liepin.com/company/8008979/             机械/设备   \n",
       "12    8062928.0   https://www.liepin.com/company/8062928/             计算机软件   \n",
       "13    8626076.0   https://www.liepin.com/company/8626076/             新能源汽车   \n",
       "14    8642467.0   https://www.liepin.com/company/8642467/       电子/半导体/集成电路   \n",
       "15    9496810.0   https://www.liepin.com/company/9496810/              整车制造   \n",
       "16     925150.0    https://www.liepin.com/company/925150/          汽车零部件及配件   \n",
       "17    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "18    7931299.0   https://www.liepin.com/company/7931299/             家具/家居   \n",
       "19    7908380.0   https://www.liepin.com/company/7908380/               互联网   \n",
       "20   13629967.0  https://www.liepin.com/company/13629967/       电子/半导体/集成电路   \n",
       "21    9570116.0   https://www.liepin.com/company/9570116/              其他金融   \n",
       "22    8848015.0   https://www.liepin.com/company/8848015/       电子/半导体/集成电路   \n",
       "23    8055349.0   https://www.liepin.com/company/8055349/               互联网   \n",
       "24    9705876.0   https://www.liepin.com/company/9705876/          食品/饮料/酒水   \n",
       "25   10047697.0  https://www.liepin.com/company/10047697/              智能硬件   \n",
       "26          NaN                                                 电子/半导体/集成电路   \n",
       "27          NaN                                                     制药/生物工程   \n",
       "28          NaN                                                        医疗器械   \n",
       "29          NaN                                                 电子/半导体/集成电路   \n",
       "30          NaN                                                 电子/半导体/集成电路   \n",
       "31    9570116.0   https://www.liepin.com/company/9570116/              其他金融   \n",
       "32          NaN                                                    基金/证券/期货   \n",
       "33    9579944.0   https://www.liepin.com/company/9579944/       电子/半导体/集成电路   \n",
       "34    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "35    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "36   10190891.0  https://www.liepin.com/company/10190891/                制药   \n",
       "37          NaN                                                 电子/半导体/集成电路   \n",
       "38    9570116.0   https://www.liepin.com/company/9570116/              其他金融   \n",
       "39    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "\n",
       "                                           job.labels  ... job.advViewFlag  \\\n",
       "0   [数据分析, AI人工智能产品, 云计算, to B, to G, 原型设计, 数据建模, ...  ...           False   \n",
       "1   [支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...  ...            True   \n",
       "2                       [数据产品, SQL, 智慧城市, 生活服务, to B]  ...            True   \n",
       "3   [供应链产品, 电子/半导体/集成电路, 家电行业, 电力, 团队管理, 产品规划, 用户研...  ...           False   \n",
       "4   [英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...  ...           False   \n",
       "5                            [数据产品, 数据挖掘, 数据分析, 产品规划]  ...           False   \n",
       "6                                                  []  ...           False   \n",
       "7                                                  []  ...           False   \n",
       "8         [数据产品, 电子/半导体/集成电路, 市场调研, 产品规划, 数据分析, 团队管理]  ...           False   \n",
       "9                                                  []  ...           False   \n",
       "10                                                 []  ...           False   \n",
       "11                                                 []  ...           False   \n",
       "12                                            [CRM系统]  ...           False   \n",
       "13                                [供应链产品, to B, 英文沟通]  ...           False   \n",
       "14                                                 []  ...           False   \n",
       "15                           [汽车行业, to G, 产品规划, 团队管理]  ...           False   \n",
       "16  [数据产品, 计算机软件, 智能硬件, 用户研究, 团队管理, 产品规划, 数据分析, 需求...  ...           False   \n",
       "17  [支付产品, 后台产品, 商业产品, 工具产品, 支付行业, 产品优化, 用户研究, 产品规...  ...           False   \n",
       "18                                 [产品经理, 沙发产品, 家具家居]  ...           False   \n",
       "19  [支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...  ...           False   \n",
       "20                           [产品规划, 市场调研, 用户研究, 电子商务]  ...           False   \n",
       "21                   [项目管理, 产品管理, Agile, Devops, PMP]  ...           False   \n",
       "22                                       [产品规划, 团队管理]  ...           False   \n",
       "23  [金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...  ...           False   \n",
       "24                                                 []  ...           False   \n",
       "25                                  [ppt, 需求分析, 硬件产品]  ...           False   \n",
       "26                                             [功率器件]  ...           False   \n",
       "27                                                 []  ...           False   \n",
       "28                                 [市场洞察, 销售管理, 客户管理]  ...           False   \n",
       "29                          [电子/半导体/集成电路, 需求挖掘, 竞品分析]  ...           False   \n",
       "30                    [策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]  ...           False   \n",
       "31  [Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...  ...           False   \n",
       "32                                      [电子/半导体/集成电路]  ...           False   \n",
       "33                                                 []  ...           False   \n",
       "34                     [数据产品, 数据分析, 产品规划, 团队管理, 用户研究]  ...           False   \n",
       "35                     [数据产品, 数据分析, 产品规划, 团队管理, 用户研究]  ...           False   \n",
       "36                                                 []  ...           False   \n",
       "37                    [策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]  ...           False   \n",
       "38  [Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...  ...           False   \n",
       "39                     [数据产品, 数据分析, 产品规划, 团队管理, 用户研究]  ...           False   \n",
       "\n",
       "   job.requireEduLevel recruiter.recruiterName  recruiter.recruiterTitle  \\\n",
       "0                   硕士                     茆女士                      HRBP   \n",
       "1                   本科                     王女士                      招聘经理   \n",
       "2                 统招本科                     陈女士                    高级招聘经理   \n",
       "3                   大专                     于女士                      猎头顾问   \n",
       "4                   硕士                     吴女士                HR Officer   \n",
       "5                 学历不限                     陈先生                      招聘经理   \n",
       "6                 统招本科                     严女士                      猎头顾问   \n",
       "7                   本科                     王女士                      猎头顾问   \n",
       "8                 统招本科                     麦女士                    高级HRBP   \n",
       "9                 统招本科                     王女士                Consultant   \n",
       "10                  本科                     王女士        Talent Acquisition   \n",
       "11                统招本科                     叶女士                    高级人事专员   \n",
       "12                  本科                     白女士            Talent Partner   \n",
       "13                统招本科                     蒋女士  Recruiter/Talent Sourcer   \n",
       "14                  本科                     方女士                        测试   \n",
       "15                统招本科                     王女士                    高级招聘顾问   \n",
       "16                  本科                     洪女士                      人才招聘   \n",
       "17                  本科                     张女士                             \n",
       "18                统招本科                     张先生                             \n",
       "19                  本科                     王女士                      招聘经理   \n",
       "20                  大专                     洪女士             助理总经理/总助(高管级)   \n",
       "21                  本科                     乔女士                        HR   \n",
       "22                  大专                     骆女士                             \n",
       "23                  本科                     孙女士              人力资源伙伴(HRBP)   \n",
       "24                  本科                     宋女士                 人力资源专员/助理   \n",
       "25                  本科                     刘先生              物联网解决方案事业部副总   \n",
       "26                  本科                     万先生                      猎头顾问   \n",
       "27                  本科                     甘女士                      猎头顾问   \n",
       "28                  本科                     白女士                      猎头顾问   \n",
       "29                统招本科                     阮女士                      猎头顾问   \n",
       "30                学历不限                     郑女士                      猎头顾问   \n",
       "31                  本科                     施女士                      人力资源   \n",
       "32                  本科                     徐女士                      猎头顾问   \n",
       "33                统招本科                     杨先生                        HR   \n",
       "34                  本科                     曾女士                        HR   \n",
       "35                  本科                     曾女士                        HR   \n",
       "36                  本科                     王女士                      人力经理   \n",
       "37                学历不限                     李女士                      猎头顾问   \n",
       "38                  本科                     施女士                      人力资源   \n",
       "39                  本科                     曾女士                        HR   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  \\\n",
       "0   1fca6a51c3d17cf9862955016a79cef0                    2   \n",
       "1   00e2f7aaf29cb891e37b0b202b2adc1c                    2   \n",
       "2   baa82c2312c681ef8b0ca3877d009dea                    2   \n",
       "3   28d934ff6deaf8bbd2e7a31c096a5fc3                    2   \n",
       "4   0ce6f53a162e27cc9427b88c78d2ff1f                    2   \n",
       "5   4a4ece35206ffdf578f5885b11a76839                    2   \n",
       "6   74fcd6adccabcb3597cd4b0530f9e3f9                    2   \n",
       "7   980f8a99dcbdee82d02b94a21a70f1cd                    2   \n",
       "8   f9e571a86244581f160b5b344d4ef7b6                    2   \n",
       "9   fc0c629536ac46df17c4cef3d8aaac05                    2   \n",
       "10  1302b01334b547df3eae059a38e31609                    2   \n",
       "11  993247f23540bc9a1118e52d65fb8ab7                    2   \n",
       "12  d2d1b8fb216557be160bef405ccde8ba                    2   \n",
       "13  d66f295a957a5a13c051c4e7ef49e137                    2   \n",
       "14  222037dc8a06995fee7b65a82243fe9b                    2   \n",
       "15  5437e35e6c19932fe68ea511f8a9efc5                    2   \n",
       "16  b0dfbfef1f4b584b4a7a04e7d95591ea                    2   \n",
       "17  fa40c71ef313c1451706e81b284fe569                    2   \n",
       "18  b02ae659b4dcf1cdc0b855de83315f3c                    2   \n",
       "19  00e2f7aaf29cb891e37b0b202b2adc1c                    2   \n",
       "20  b736db3b42e0395a5ffa3c8d56bb2e9d                    2   \n",
       "21  71191be2e5126d8a05783d9a4a302353                    2   \n",
       "22  8288f623b9556609a152b73d5a2debd0                    2   \n",
       "23  7aa0d8a46d39fb2b62cb88e0a323364d                    2   \n",
       "24  ce7ccd785f8b8d8845913e3a4abf94f3                    2   \n",
       "25  c01b7239c29322d914c33c05749ae593                    2   \n",
       "26  f6dc9ce90b0921a49ccf3dc45f6d7696                    2   \n",
       "27  ef62ee349f590af8063dfc1b00f6daab                    2   \n",
       "28  5544e2e63bf7d790bbc616e954f3a657                    2   \n",
       "29  1e438569f0838c77c1bd2b3e9fec8144                    2   \n",
       "30  12478febe2388d2e99c5c4fb06d115ec                    2   \n",
       "31  c21e0de99fc052c341e5bcee76e8c167                    2   \n",
       "32  00e14d5f25b52b59f83a7239185bfe7b                    2   \n",
       "33  784c2b987245e47cc3598071a0e218f7                    2   \n",
       "34  f6b7241c2baec70cb55f541d35f91cff                    2   \n",
       "35  f6b7241c2baec70cb55f541d35f91cff                    2   \n",
       "36  8ea3caf071bd3fb48b447ad70f1e47eb                    2   \n",
       "37  7fdf416e16967b7aff9aa041fd487686                    2   \n",
       "38  c21e0de99fc052c341e5bcee76e8c167                    2   \n",
       "39  f6b7241c2baec70cb55f541d35f91cff                    2   \n",
       "\n",
       "            recruiter.recruiterPhoto             recruiter.recruiterId  \\\n",
       "0    5f8f9863f6d1ab58476f246a08u.jpg  0590cd22143290f6b6c15e09f271c67d   \n",
       "1    5f8f98648dbe6273dcf8515508u.jpg  af4aea5e8e4c6da7efb9352494181452   \n",
       "2    602b29ccad680947d556b83804u.png  48dd798a325bf0f7ca6b86ba539a95f7   \n",
       "3    6331561f67d47138decff51e08u.png  17f1e4b47cb3f4a696e49fda27e22817   \n",
       "4    5f8f98648dbe6273dcf8515508u.jpg  14799e1bef289c70aa9b550257de7ea8   \n",
       "5    57c4e9d345ce9f0a74a9b8cd04a.png  d4be0c7af21e622076f4668dbe33f725   \n",
       "6    6335a3a3ea177d16a68aca0308u.jpg  723c3941f8a1a97a234eca88e8a618ed   \n",
       "7    5fd6ebaab379773c7f5fc8df06u.png  70f0e35f92166fe6c754967de1b6edb7   \n",
       "8    5f8f9865ea60860b75384fa508u.jpg  8d3d2cbbc988a91d1073ef723884c5e3   \n",
       "9    5f8f986779c7cc70efbf36c008u.jpg  17a0d198b3414dff7fc1a861ef6038fc   \n",
       "10   6098fbd5919e256bc8d799fe03u.png  435b286bb8f76f8f51d56a5f1de4256c   \n",
       "11   5f8f98648dbe6273dcf8515508u.jpg  3d38444cf16082b86af796bc41f43a15   \n",
       "12   5f8f9865ea60860b75384fa508u.jpg  6a77933d13f747d05e6b925786705a3c   \n",
       "13   5f8f9866dfb13a7dee342f1808u.jpg  be988735074c3c9f8cbb3179c1869d83   \n",
       "14   5f8f9865ea60860b75384fa508u.jpg  bf01602e6bbc697c42577a0a73da2903   \n",
       "15   5f8f98648dbe6273dcf8515508u.jpg  71c77628a36ce9ebacc3c501f84828b0   \n",
       "16   5f8f98648dbe6273dcf8515508u.jpg  192e0c2bfcca44472dc3ac6399ba9c57   \n",
       "17  6500221b8847c5357015cb8f01u.jpeg  355c09dfd7336feb5943fde2214d11b7   \n",
       "18   5f8f986aea60860b75384fab08u.jpg  b45ae921c61e3191eea87cc044b39155   \n",
       "19   5f8f98648dbe6273dcf8515508u.jpg  af4aea5e8e4c6da7efb9352494181452   \n",
       "20   5f8f9865ea60860b75384fa508u.jpg  49456bf7c47ad70d219291c49e5b9314   \n",
       "21   5f8f98648dbe6273dcf8515508u.jpg  d82a250affd34ed2c9daeb8c1d873d41   \n",
       "22   5f8f986779c7cc70efbf36c008u.jpg  26d8939d6101992b6b55b0c3006e0786   \n",
       "23   5a9f63498e509036ebf34f6d06a.png  6ba963bf320d184de99485503740fff1   \n",
       "24   5f8f98648dbe6273dcf8515508u.jpg  5a4c262d8885e9942c69f434aaa14096   \n",
       "25   616d0eaff3e81c74a137689a06u.png  c204e12c186b70d57858b553fb56c213   \n",
       "26   5db1849947b2f02171adf34907u.jpg  8a9f7420efe1111fa9891526b34c6c2a   \n",
       "27  637c665be8b6041e76f0e91708u.jpeg  4fa117a9e814cdf256b4a607638b27b1   \n",
       "28   60325438b0b1a531fae81cf902u.png  6b551bc2e1d4d3c0d9a1aa0f9894eadb   \n",
       "29  63eae9705fcfd1664828ac1603u.jpeg  df9e9a42db29d8bb309da5b58cedcb02   \n",
       "30   5f9f832bb89567441f033ddf06u.jpg  793c7fa471e79b6fd5ce0d0e483c900c   \n",
       "31   5f8f98648dbe6273dcf8515508u.jpg  de0af46722bc2654fc2ff4117660ab87   \n",
       "32   62fe1483b548656b327798d601u.png  d5897337daba564d3c3007986dc1586c   \n",
       "33   5f8f986c79c7cc70efbf36c808u.jpg  dd0950349f402d2194eb8148a132ff22   \n",
       "34   5f8f9866dfb13a7dee342f1808u.jpg  27b40b320914b243bb131668d4424cd3   \n",
       "35   5f8f9866dfb13a7dee342f1808u.jpg  27b40b320914b243bb131668d4424cd3   \n",
       "36   5f8f98648dbe6273dcf8515508u.jpg  2ebffa63c40c1b0419ae7571864f2fce   \n",
       "37   5e37988a29d83a6754459ef103u.png  626e7fc91586b9feaf715ac00b93e6cf   \n",
       "38   5f8f98648dbe6273dcf8515508u.jpg  de0af46722bc2654fc2ff4117660ab87   \n",
       "39   5f8f9866dfb13a7dee342f1808u.jpg  27b40b320914b243bb131668d4424cd3   \n",
       "\n",
       "   recruiter.chatted job.requireWorkYears  \n",
       "0              False                  NaN  \n",
       "1              False                 3-5年  \n",
       "2              False                5-10年  \n",
       "3              False                5-10年  \n",
       "4              False                 3-5年  \n",
       "5              False                5-10年  \n",
       "6              False                5-10年  \n",
       "7              False                 经验不限  \n",
       "8              False                 3-5年  \n",
       "9              False                5-10年  \n",
       "10             False                10年以上  \n",
       "11             False                10年以上  \n",
       "12             False                5-10年  \n",
       "13             False                10年以上  \n",
       "14             False                 3-5年  \n",
       "15             False                 经验不限  \n",
       "16             False                 经验不限  \n",
       "17             False                 经验不限  \n",
       "18             False                 3-5年  \n",
       "19             False                 3-5年  \n",
       "20             False                5-10年  \n",
       "21             False                5-10年  \n",
       "22             False                 1-3年  \n",
       "23             False                 3-5年  \n",
       "24             False                 1-3年  \n",
       "25             False                 经验不限  \n",
       "26             False                5-10年  \n",
       "27             False                5-10年  \n",
       "28             False                5-10年  \n",
       "29             False                5-10年  \n",
       "30             False                5-10年  \n",
       "31             False                5-10年  \n",
       "32             False                5-10年  \n",
       "33             False                 3-5年  \n",
       "34             False                5-10年  \n",
       "35             False                5-10年  \n",
       "36             False                 3-5年  \n",
       "37             False                5-10年  \n",
       "38             False                5-10年  \n",
       "39             False                5-10年  \n",
       "\n",
       "[40 rows x 32 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(response_data['data']['data']['jobCardList'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "2baae64c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 关于liepin核心参数的详细信息获取（帮助后续分类查询）\n",
    "r = session.post(\n",
    "    url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job-cond-init',\n",
    "    data = json.dumps(payload),#POST请求带的参数\n",
    "    headers = headers #模拟真实用户\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "1d9f04b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'workExperiences': [{'code': '1', 'name': '应届生'},\n",
       "   {'code': '2', 'name': '实习生'},\n",
       "   {'code': '0$1', 'name': '1年以内'},\n",
       "   {'code': '1$3', 'name': '1-3年'},\n",
       "   {'code': '3$5', 'name': '3-5年'},\n",
       "   {'code': '5$10', 'name': '5-10年'},\n",
       "   {'code': '10$999', 'name': '10年以上'}],\n",
       "  'jobKinds': [{'code': '1', 'name': '猎头职位'}, {'code': '2', 'name': '企业职位'}],\n",
       "  'dqs': [],\n",
       "  'hotCities': [{'code': '410', 'name': '全国'},\n",
       "   {'code': '010', 'name': '北京'},\n",
       "   {'code': '020', 'name': '上海'},\n",
       "   {'code': '030', 'name': '天津'},\n",
       "   {'code': '040', 'name': '重庆'},\n",
       "   {'code': '050020', 'name': '广州'},\n",
       "   {'code': '050090', 'name': '深圳'},\n",
       "   {'code': '060080', 'name': '苏州'},\n",
       "   {'code': '060020', 'name': '南京'},\n",
       "   {'code': '070020', 'name': '杭州'},\n",
       "   {'code': '210040', 'name': '大连'},\n",
       "   {'code': '280020', 'name': '成都'},\n",
       "   {'code': '170020', 'name': '武汉'},\n",
       "   {'code': '270020', 'name': '西安'}],\n",
       "  'pubTimes': [{'code': '', 'name': '不限'},\n",
       "   {'code': '1', 'name': '一天以内'},\n",
       "   {'code': '3', 'name': '三天以内'},\n",
       "   {'code': '7', 'name': '一周以内'},\n",
       "   {'code': '30', 'name': '一个月以内'}],\n",
       "  'educations': [{'code': '010', 'name': '博士'},\n",
       "   {'code': '020', 'name': 'MBA/EMBA'},\n",
       "   {'code': '030', 'name': '硕士'},\n",
       "   {'code': '040', 'name': '本科'},\n",
       "   {'code': '050', 'name': '大专'},\n",
       "   {'code': '060', 'name': '中专/中技'},\n",
       "   {'code': '080', 'name': '高中'},\n",
       "   {'code': '090', 'name': '初中及以下'}],\n",
       "  'financeStages': [{'code': '01', 'name': '天使轮'},\n",
       "   {'code': '02', 'name': 'A轮'},\n",
       "   {'code': '03', 'name': 'B轮'},\n",
       "   {'code': '04', 'name': 'C轮'},\n",
       "   {'code': '05', 'name': 'D轮及以上'},\n",
       "   {'code': '06', 'name': '已上市'},\n",
       "   {'code': '07', 'name': '战略融资'},\n",
       "   {'code': '08', 'name': '融资未公开'},\n",
       "   {'code': '99', 'name': '其他'}],\n",
       "  'compNatures': [{'code': '010', 'name': '外商独资·外企办事处'},\n",
       "   {'code': '020', 'name': '中外合营(合资·合作)'},\n",
       "   {'code': '030', 'name': '私营·民营企业'},\n",
       "   {'code': '040', 'name': '国有企业'},\n",
       "   {'code': '050', 'name': '国内上市公司'},\n",
       "   {'code': '060', 'name': '政府机关/非盈利机构'},\n",
       "   {'code': '070', 'name': '事业单位'},\n",
       "   {'code': '999', 'name': '其他'}],\n",
       "  'famousComps': [{'code': 'qua_0004', 'name': '财富中国500强'},\n",
       "   {'code': 'qua_0009', 'name': '创新企业100强'},\n",
       "   {'code': 'qua_0005', 'name': '制造业500强'},\n",
       "   {'code': 'qua_0003', 'name': '专精特新企业'},\n",
       "   {'code': 'qua_0001', 'name': '高新技术企业'},\n",
       "   {'code': 'qua_0008', 'name': '独角兽'}],\n",
       "  'compScales': [{'code': '010', 'name': '1-49人'},\n",
       "   {'code': '020', 'name': '50-99人'},\n",
       "   {'code': '030', 'name': '100-499人'},\n",
       "   {'code': '040', 'name': '500-999人'},\n",
       "   {'code': '050', 'name': '1000-2000人'},\n",
       "   {'code': '060', 'name': '2000-5000人'},\n",
       "   {'code': '070', 'name': '5000-10000人'},\n",
       "   {'code': '080', 'name': '10000人以上'}],\n",
       "  'industries': [{'children': [{'code': 'H01', 'name': '不限'},\n",
       "     {'code': 'H0001', 'name': '游戏'},\n",
       "     {'code': 'H0002', 'name': '电子商务'},\n",
       "     {'code': 'H0003', 'name': '新零售'},\n",
       "     {'code': 'H0004', 'name': '在线社交/媒体'},\n",
       "     {'code': 'H0005', 'name': '生活服务O2O'},\n",
       "     {'code': 'H0006', 'name': '在线教育'},\n",
       "     {'code': 'H0007', 'name': '互联网医疗'},\n",
       "     {'code': 'H0008', 'name': '云计算/大数据'},\n",
       "     {'code': 'H0009', 'name': '人工智能'},\n",
       "     {'code': 'H0010', 'name': '物联网'},\n",
       "     {'code': 'H0011', 'name': '区块链'},\n",
       "     {'code': 'H0012', 'name': '网络/信息安全'},\n",
       "     {'code': 'H0013', 'name': '计算机软件'},\n",
       "     {'code': 'H0014', 'name': '计算机硬件'},\n",
       "     {'code': 'H0015', 'name': '智能硬件'},\n",
       "     {'code': 'H0016', 'name': 'IT服务'},\n",
       "     {'code': 'H0017', 'name': '互联网'}],\n",
       "    'code': 'H01',\n",
       "    'name': 'IT/互联网/游戏'},\n",
       "   {'children': [{'code': 'H02', 'name': '不限'},\n",
       "     {'code': 'H0018', 'name': '电子/半导体/集成电路'},\n",
       "     {'code': 'H0019', 'name': '智能硬件'},\n",
       "     {'code': 'H0020', 'name': '运营商/增值服务'},\n",
       "     {'code': 'H0021', 'name': '通信设备'}],\n",
       "    'code': 'H02',\n",
       "    'name': '电子/通信/半导体'},\n",
       "   {'children': [{'code': 'H03', 'name': '不限'},\n",
       "     {'code': 'H0022', 'name': '房地产开发经营'},\n",
       "     {'code': 'H0023', 'name': '房地产租赁/中介'},\n",
       "     {'code': 'H0024', 'name': '物业/商业管理'},\n",
       "     {'code': 'H0025', 'name': '建材'},\n",
       "     {'code': 'H0026', 'name': '工程管理/勘察/监理'},\n",
       "     {'code': 'H0027', 'name': '建筑/工程设计'},\n",
       "     {'code': 'H0028', 'name': '工程施工'},\n",
       "     {'code': 'H0029', 'name': '装饰装修'}],\n",
       "    'code': 'H03',\n",
       "    'name': '房地产/建筑'},\n",
       "   {'children': [{'code': 'H04', 'name': '不限'},\n",
       "     {'code': 'H0030', 'name': '银行'},\n",
       "     {'code': 'H0031', 'name': '保险'},\n",
       "     {'code': 'H0032', 'name': '基金/证券/期货'},\n",
       "     {'code': 'H0033', 'name': '资产管理'},\n",
       "     {'code': 'H0034', 'name': '担保/拍卖/典当'},\n",
       "     {'code': 'H0035', 'name': '信托'},\n",
       "     {'code': 'H0036', 'name': '科技金融'},\n",
       "     {'code': 'H0037', 'name': '融资租赁/保理'},\n",
       "     {'code': 'H0038', 'name': '其他金融'}],\n",
       "    'code': 'H04',\n",
       "    'name': '金融'},\n",
       "   {'children': [{'code': 'H05', 'name': '不限'},\n",
       "     {'code': 'H0039', 'name': '食品/饮料/酒水'},\n",
       "     {'code': 'H0040', 'name': '日化'},\n",
       "     {'code': 'H0041', 'name': '烟草'},\n",
       "     {'code': 'H0042', 'name': '服装/纺织/皮革'},\n",
       "     {'code': 'H0043', 'name': '家具/家居'},\n",
       "     {'code': 'H0044', 'name': '家电'},\n",
       "     {'code': 'H0045', 'name': '办公用品/设备'},\n",
       "     {'code': 'H0046', 'name': '工艺品'},\n",
       "     {'code': 'H0047', 'name': '珠宝/首饰'},\n",
       "     {'code': 'H0048', 'name': '文娱用品/器材'},\n",
       "     {'code': 'H0049', 'name': '日用杂品'}],\n",
       "    'code': 'H05',\n",
       "    'name': '消费品'},\n",
       "   {'children': [{'code': 'H06', 'name': '不限'},\n",
       "     {'code': 'H0050', 'name': '制药'},\n",
       "     {'code': 'H0051', 'name': '生物技术'},\n",
       "     {'code': 'H0052', 'name': '医疗器械'},\n",
       "     {'code': 'H0053', 'name': '医疗机构'},\n",
       "     {'code': 'H0054', 'name': '医药流通'},\n",
       "     {'code': 'H0055', 'name': '医药外包'}],\n",
       "    'code': 'H06',\n",
       "    'name': '医疗健康'},\n",
       "   {'children': [{'code': 'H07', 'name': '不限'},\n",
       "     {'code': 'H0056', 'name': '汽车零部件及配件'},\n",
       "     {'code': 'H0057', 'name': '整车制造'},\n",
       "     {'code': 'H0058', 'name': '新能源汽车'},\n",
       "     {'code': 'H0059', 'name': '汽车交易/后市场'}],\n",
       "    'code': 'H07',\n",
       "    'name': '汽车'},\n",
       "   {'children': [{'code': 'H08', 'name': '不限'},\n",
       "     {'code': 'H0060', 'name': '机械/设备'},\n",
       "     {'code': 'H0061', 'name': '电气机械/器材'},\n",
       "     {'code': 'H0062', 'name': '仪器仪表'},\n",
       "     {'code': 'H0063', 'name': '轨道交通/船舶设备'},\n",
       "     {'code': 'H0064', 'name': '航空/航天设备'},\n",
       "     {'code': 'H0065', 'name': '新材料'},\n",
       "     {'code': 'H0066', 'name': '金属制品'},\n",
       "     {'code': 'H0067', 'name': '非金属矿物制品'},\n",
       "     {'code': 'H0068', 'name': '橡胶/塑料制品'},\n",
       "     {'code': 'H0069', 'name': '印刷/包装/造纸'},\n",
       "     {'code': 'H0070', 'name': '工业自动化'},\n",
       "     {'code': 'H0071', 'name': '家电'},\n",
       "     {'code': 'H0072', 'name': '家具/家居'},\n",
       "     {'code': 'H0073', 'name': '其他制造业'}],\n",
       "    'code': 'H08',\n",
       "    'name': '机械/制造'},\n",
       "   {'children': [{'code': 'H09', 'name': '不限'},\n",
       "     {'code': 'H0074', 'name': '学前教育'},\n",
       "     {'code': 'H0075', 'name': '学校教育'},\n",
       "     {'code': 'H0076', 'name': '培训服务'},\n",
       "     {'code': 'H0077', 'name': '其他教育培训'}],\n",
       "    'code': 'H09',\n",
       "    'name': '教育培训'},\n",
       "   {'children': [{'code': 'H10', 'name': '不限'},\n",
       "     {'code': 'H0078', 'name': '法律服务'},\n",
       "     {'code': 'H0079', 'name': '人力资源服务'},\n",
       "     {'code': 'H0080', 'name': '财务/审计/税务'},\n",
       "     {'code': 'H0081', 'name': '知识产权服务'},\n",
       "     {'code': 'H0082', 'name': '翻译服务'},\n",
       "     {'code': 'H0083', 'name': '咨询服务'},\n",
       "     {'code': 'H0084', 'name': '租赁业'},\n",
       "     {'code': 'H0085', 'name': '检测/认证'},\n",
       "     {'code': 'H0086', 'name': '学术/科研'},\n",
       "     {'code': 'H0087', 'name': '专业技术服务'},\n",
       "     {'code': 'H0088', 'name': '科技推广服务'},\n",
       "     {'code': 'H0089', 'name': '其他商务服务业'}],\n",
       "    'code': 'H10',\n",
       "    'name': '科研技术/商务服务'},\n",
       "   {'children': [{'code': 'H11', 'name': '不限'},\n",
       "     {'code': 'H0090', 'name': '广告/公关/会展'},\n",
       "     {'code': 'H0091', 'name': '广播/影视/录音'},\n",
       "     {'code': 'H0092', 'name': '新闻和出版业'},\n",
       "     {'code': 'H0093', 'name': '文化艺术业'},\n",
       "     {'code': 'H0094', 'name': '体育'}],\n",
       "    'code': 'H11',\n",
       "    'name': '广告/传媒/文化/体育'},\n",
       "   {'children': [{'code': 'H12', 'name': '不限'},\n",
       "     {'code': 'H0095', 'name': '餐饮业'},\n",
       "     {'code': 'H0096', 'name': '酒店/民宿'},\n",
       "     {'code': 'H0097', 'name': '旅游'},\n",
       "     {'code': 'H0098', 'name': '室内娱乐'},\n",
       "     {'code': 'H0099', 'name': '家政服务'},\n",
       "     {'code': 'H0100', 'name': '养老服务'},\n",
       "     {'code': 'H0101', 'name': '美容/美发/保健'},\n",
       "     {'code': 'H0102', 'name': '婚嫁/摄影'},\n",
       "     {'code': 'H0103', 'name': '宠物服务'},\n",
       "     {'code': 'H0104', 'name': '其他生活服务'}],\n",
       "    'code': 'H12',\n",
       "    'name': '生活服务'},\n",
       "   {'children': [{'code': 'H13', 'name': '不限'},\n",
       "     {'code': 'H0105', 'name': '民航/铁路/公路/水路客运'},\n",
       "     {'code': 'H0106', 'name': '货运/物流/仓储'},\n",
       "     {'code': 'H0107', 'name': '邮政/快递'},\n",
       "     {'code': 'H0108', 'name': '贸易/进出口'},\n",
       "     {'code': 'H0109', 'name': '批发/零售'}],\n",
       "    'code': 'H13',\n",
       "    'name': '交通/物流/贸易/零售'},\n",
       "   {'children': [{'code': 'H14', 'name': '不限'},\n",
       "     {'code': 'H0110', 'name': '矿产开采'},\n",
       "     {'code': 'H0111', 'name': '金属冶炼'},\n",
       "     {'code': 'H0112', 'name': '煤炭/燃料加工'},\n",
       "     {'code': 'H0113', 'name': '电力/热力/燃气/水务'},\n",
       "     {'code': 'H0114', 'name': '新能源'},\n",
       "     {'code': 'H0115', 'name': '石化'},\n",
       "     {'code': 'H0116', 'name': '化工'},\n",
       "     {'code': 'H0117', 'name': '环保'}],\n",
       "    'code': 'H14',\n",
       "    'name': '能源/化工/环保'},\n",
       "   {'children': [{'code': 'H15', 'name': '不限'},\n",
       "     {'code': 'H0118', 'name': '政府/公共事业'},\n",
       "     {'code': 'H0119', 'name': '非营利组织'},\n",
       "     {'code': 'H0120', 'name': '农/林/牧/渔'},\n",
       "     {'code': 'H0121', 'name': '其他行业'}],\n",
       "    'code': 'H15',\n",
       "    'name': '政府/非营利组织/其他'}],\n",
       "  'salaries': [{'code': '0$3', 'name': '3K以下'},\n",
       "   {'code': '3$5', 'name': '3K-5k'},\n",
       "   {'code': '5$10', 'name': '5K-10k'},\n",
       "   {'code': '10$20', 'name': '10K-20k'},\n",
       "   {'code': '20$40', 'name': '20K-40k'},\n",
       "   {'code': '40$60', 'name': '40K-60k'},\n",
       "   {'code': '60$999', 'name': '60K以上'}]}}"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "condition = r.json()\n",
    "condition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "00664826",
   "metadata": {},
   "outputs": [],
   "source": [
    "#根据数据需求优化请求参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "afe70856",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>comp.compIndustry</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>...</th>\n",
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       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>recruiter.chatted</th>\n",
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       "      <td>60404ac5bf01cc6ce54b5da801u.png</td>\n",
       "      <td>北京海科融通支付</td>\n",
       "      <td>7908380.0</td>\n",
       "      <td>https://www.liepin.com/company/7908380/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...</td>\n",
       "      <td>...</td>\n",
       "      <td>True</td>\n",
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       "      <td>招聘经理</td>\n",
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       "      <td>af4aea5e8e4c6da7efb9352494181452</td>\n",
       "      <td>False</td>\n",
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       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"陈女士\",\"userId\":\"48dd798a325bf...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5ed9f098ec4db462f831442906u.jpg</td>\n",
       "      <td>旭辉永升服务</td>\n",
       "      <td>8191874.0</td>\n",
       "      <td>https://www.liepin.com/company/8191874/</td>\n",
       "      <td>房地产租赁/中介</td>\n",
       "      <td>[数据产品, SQL, 智慧城市, 生活服务, to B]</td>\n",
       "      <td>...</td>\n",
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       "      <td>48dd798a325bf0f7ca6b86ba539a95f7</td>\n",
       "      <td>False</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"于女士\",\"userId\":\"17f1e4b47cb3f...</td>\n",
       "      <td>1-49人</td>\n",
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       "      <td>某上海电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>...</td>\n",
       "      <td>False</td>\n",
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       "      <td>17f1e4b47cb3f4a696e49fda27e22817</td>\n",
       "      <td>False</td>\n",
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       "      <th>4</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"吴女士\",\"userId\":\"14799e1bef289...</td>\n",
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       "      <td>仙婷集团</td>\n",
       "      <td>8112968.0</td>\n",
       "      <td>https://www.liepin.com/company/8112968/</td>\n",
       "      <td>贸易/进出口</td>\n",
       "      <td>[英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
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       "      <td>0ce6f53a162e27cc9427b88c78d2ff1f</td>\n",
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       "      <td>14799e1bef289c70aa9b550257de7ea8</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"陈先生\",\"userId\":\"d4be0c7af21e6...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>5bfe915474719d35745acf0903a.png</td>\n",
       "      <td>阿里巴巴集团</td>\n",
       "      <td>1072424.0</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据挖掘, 数据分析, 产品规划]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>陈先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>4a4ece35206ffdf578f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>57c4e9d345ce9f0a74a9b8cd04a.png</td>\n",
       "      <td>d4be0c7af21e622076f4668dbe33f725</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"严女士\",\"userId\":\"723c3941f8a1a...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>已上市</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>知名欧洲制造业</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>石油/化工</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>严女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>74fcd6adccabcb3597cd4b0530f9e3f9</td>\n",
       "      <td>2</td>\n",
       "      <td>6335a3a3ea177d16a68aca0308u.jpg</td>\n",
       "      <td>723c3941f8a1a97a234eca88e8a618ed</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"70f0e35f92166...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海医疗设备公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>980f8a99dcbdee82d02b94a21a70f1cd</td>\n",
       "      <td>2</td>\n",
       "      <td>5fd6ebaab379773c7f5fc8df06u.png</td>\n",
       "      <td>70f0e35f92166fe6c754967de1b6edb7</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"麦女士\",\"userId\":\"8d3d2cbbc988a...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe9bce74719df0ac9a179703a.png</td>\n",
       "      <td>中电港</td>\n",
       "      <td>8523053.0</td>\n",
       "      <td>https://www.liepin.com/company/8523053/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[数据产品, 电子/半导体/集成电路, 市场调研, 产品规划, 数据分析, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>麦女士</td>\n",
       "      <td>高级HRBP</td>\n",
       "      <td>f9e571a86244581f160b5b344d4ef7b6</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>8d3d2cbbc988a91d1073ef723884c5e3</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"17a0d198b3414...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>63ec8bd5602f3e26bf895b8504u.png</td>\n",
       "      <td>Wisest Talent</td>\n",
       "      <td>9812461.0</td>\n",
       "      <td>https://www.liepin.com/company/9812461/</td>\n",
       "      <td>人力资源服务</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>Consultant</td>\n",
       "      <td>fc0c629536ac46df17c4cef3d8aaac05</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>17a0d198b3414dff7fc1a861ef6038fc</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"435b286bb8f76...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe9df574719d2aa34b7b2203a.png</td>\n",
       "      <td>伊顿中国</td>\n",
       "      <td>1069385.0</td>\n",
       "      <td>https://www.liepin.com/company/1069385/</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>Talent Acquisition</td>\n",
       "      <td>1302b01334b547df3eae059a38e31609</td>\n",
       "      <td>2</td>\n",
       "      <td>6098fbd5919e256bc8d799fe03u.png</td>\n",
       "      <td>435b286bb8f76f8f51d56a5f1de4256c</td>\n",
       "      <td>False</td>\n",
       "      <td>10年以上</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"叶女士\",\"userId\":\"3d38444cf1608...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe961b74719df0ac98f54d03a.png</td>\n",
       "      <td>豪德机械</td>\n",
       "      <td>8008979.0</td>\n",
       "      <td>https://www.liepin.com/company/8008979/</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>高级人事专员</td>\n",
       "      <td>993247f23540bc9a1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>3d38444cf16082b86af796bc41f43a15</td>\n",
       "      <td>False</td>\n",
       "      <td>10年以上</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"白女士\",\"userId\":\"6a77933d13f74...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>[CRM系统]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"蒋女士\",\"userId\":\"be988735074c3...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>636685295f464d5d0800357c02u.png</td>\n",
       "      <td>特斯拉汽车（北京）有限公司</td>\n",
       "      <td>8626076.0</td>\n",
       "      <td>https://www.liepin.com/company/8626076/</td>\n",
       "      <td>新能源汽车</td>\n",
       "      <td>[供应链产品, to B, 英文沟通]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>蒋女士</td>\n",
       "      <td>Recruiter/Talent Sourcer</td>\n",
       "      <td>d66f295a957a5a13c051c4e7ef49e137</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>be988735074c3c9f8cbb3179c1869d83</td>\n",
       "      <td>False</td>\n",
       "      <td>10年以上</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"方女士\",\"userId\":\"bf01602e6bbc6...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>战略投资</td>\n",
       "      <td>5dcd1baccd52473b94c9d9cd03u.png</td>\n",
       "      <td>兆华电子</td>\n",
       "      <td>8642467.0</td>\n",
       "      <td>https://www.liepin.com/company/8642467/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>方女士</td>\n",
       "      <td>测试</td>\n",
       "      <td>222037dc8a06995fee7b65a82243fe9b</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>bf01602e6bbc697c42577a0a73da2903</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"71c77628a36ce...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>605005de4b6e4a5839a976ce01u.png</td>\n",
       "      <td>大众汽车(安徽)有限公司</td>\n",
       "      <td>9496810.0</td>\n",
       "      <td>https://www.liepin.com/company/9496810/</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>[汽车行业, to G, 产品规划, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>高级招聘顾问</td>\n",
       "      <td>5437e35e6c19932fe68ea511f8a9efc5</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>71c77628a36ce9ebacc3c501f84828b0</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"洪女士\",\"userId\":\"192e0c2bfcca4...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfea38674719d2aa34c8d9a03a.png</td>\n",
       "      <td>舍弗勒</td>\n",
       "      <td>925150.0</td>\n",
       "      <td>https://www.liepin.com/company/925150/</td>\n",
       "      <td>汽车零部件及配件</td>\n",
       "      <td>[数据产品, 计算机软件, 智能硬件, 用户研究, 团队管理, 产品规划, 数据分析, 需求...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>洪女士</td>\n",
       "      <td>人才招聘</td>\n",
       "      <td>b0dfbfef1f4b584b4a7a04e7d95591ea</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>192e0c2bfcca44472dc3ac6399ba9c57</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"张女士\",\"userId\":\"355c09dfd7336...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[支付产品, 后台产品, 商业产品, 工具产品, 支付行业, 产品优化, 用户研究, 产品规...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>张女士</td>\n",
       "      <td></td>\n",
       "      <td>fa40c71ef313c1451706e81b284fe569</td>\n",
       "      <td>2</td>\n",
       "      <td>6500221b8847c5357015cb8f01u.jpeg</td>\n",
       "      <td>355c09dfd7336feb5943fde2214d11b7</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"张先生\",\"userId\":\"b45ae921c61e3...</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>沪深A股上市</td>\n",
       "      <td>629874f5da1d7020f1d29c4507u.png</td>\n",
       "      <td>喜临门</td>\n",
       "      <td>7931299.0</td>\n",
       "      <td>https://www.liepin.com/company/7931299/</td>\n",
       "      <td>家具/家居</td>\n",
       "      <td>[产品经理, 沙发产品, 家具家居]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>张先生</td>\n",
       "      <td></td>\n",
       "      <td>b02ae659b4dcf1cdc0b855de83315f3c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>b45ae921c61e3191eea87cc044b39155</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"af4aea5e8e4c6...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60404ac5bf01cc6ce54b5da801u.png</td>\n",
       "      <td>北京海科融通支付</td>\n",
       "      <td>7908380.0</td>\n",
       "      <td>https://www.liepin.com/company/7908380/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>00e2f7aaf29cb891e37b0b202b2adc1c</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>af4aea5e8e4c6da7efb9352494181452</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"洪女士\",\"userId\":\"49456bf7c47ad...</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>深圳中积芯科技有限公司</td>\n",
       "      <td>13629967.0</td>\n",
       "      <td>https://www.liepin.com/company/13629967/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[产品规划, 市场调研, 用户研究, 电子商务]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>洪女士</td>\n",
       "      <td>助理总经理/总助(高管级)</td>\n",
       "      <td>b736db3b42e0395a5ffa3c8d56bb2e9d</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>49456bf7c47ad70d219291c49e5b9314</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"乔女士\",\"userId\":\"d82a250affd34...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>635a4177b3675f2b6ab3927407u.png</td>\n",
       "      <td>福特汽车金融</td>\n",
       "      <td>9570116.0</td>\n",
       "      <td>https://www.liepin.com/company/9570116/</td>\n",
       "      <td>其他金融</td>\n",
       "      <td>[项目管理, 产品管理, Agile, Devops, PMP]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>乔女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>71191be2e5126d8a05783d9a4a302353</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>d82a250affd34ed2c9daeb8c1d873d41</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"骆女士\",\"userId\":\"26d8939d61019...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>649d2907af6746533345133f06u.png</td>\n",
       "      <td>益登科技</td>\n",
       "      <td>8848015.0</td>\n",
       "      <td>https://www.liepin.com/company/8848015/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[产品规划, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>骆女士</td>\n",
       "      <td></td>\n",
       "      <td>8288f623b9556609a152b73d5a2debd0</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>26d8939d6101992b6b55b0c3006e0786</td>\n",
       "      <td>False</td>\n",
       "      <td>1-3年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"孙女士\",\"userId\":\"6ba963bf320d1...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>其他</td>\n",
       "      <td>5bfe9ac074719df0ac99e43003a.png</td>\n",
       "      <td>万得</td>\n",
       "      <td>8055349.0</td>\n",
       "      <td>https://www.liepin.com/company/8055349/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>人力资源伙伴(HRBP)</td>\n",
       "      <td>7aa0d8a46d39fb2b62cb88e0a323364d</td>\n",
       "      <td>2</td>\n",
       "      <td>5a9f63498e509036ebf34f6d06a.png</td>\n",
       "      <td>6ba963bf320d184de99485503740fff1</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"宋女士\",\"userId\":\"5a4c262d8885e...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>B轮</td>\n",
       "      <td>613183e794a50f4ab32610ff01u.png</td>\n",
       "      <td>拉面说</td>\n",
       "      <td>9705876.0</td>\n",
       "      <td>https://www.liepin.com/company/9705876/</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>宋女士</td>\n",
       "      <td>人力资源专员/助理</td>\n",
       "      <td>ce7ccd785f8b8d8845913e3a4abf94f3</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>5a4c262d8885e9942c69f434aaa14096</td>\n",
       "      <td>False</td>\n",
       "      <td>1-3年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"刘先生\",\"userId\":\"c204e12c186b7...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>D轮</td>\n",
       "      <td>6163dc033df70d56f3b601a406u.png</td>\n",
       "      <td>BroadLink</td>\n",
       "      <td>10047697.0</td>\n",
       "      <td>https://www.liepin.com/company/10047697/</td>\n",
       "      <td>智能硬件</td>\n",
       "      <td>[ppt, 需求分析, 硬件产品]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>物联网解决方案事业部副总</td>\n",
       "      <td>c01b7239c29322d914c33c05749ae593</td>\n",
       "      <td>2</td>\n",
       "      <td>616d0eaff3e81c74a137689a06u.png</td>\n",
       "      <td>c204e12c186b70d57858b553fb56c213</td>\n",
       "      <td>False</td>\n",
       "      <td>经验不限</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"万先生\",\"userId\":\"8a9f7420efe11...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>A轮</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某深圳大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[功率器件]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>万先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>f6dc9ce90b0921a49ccf3dc45f6d7696</td>\n",
       "      <td>2</td>\n",
       "      <td>5db1849947b2f02171adf34907u.jpg</td>\n",
       "      <td>8a9f7420efe1111fa9891526b34c6c2a</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"甘女士\",\"userId\":\"4fa117a9e814c...</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>不需要融资</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>TOP外资企业</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>制药/生物工程</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>甘女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>ef62ee349f590af8063dfc1b00f6daab</td>\n",
       "      <td>2</td>\n",
       "      <td>637c665be8b6041e76f0e91708u.jpeg</td>\n",
       "      <td>4fa117a9e814cdf256b4a607638b27b1</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"白女士\",\"userId\":\"6b551bc2e1d4d...</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海大型医疗设备公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>[市场洞察, 销售管理, 客户管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>白女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>5544e2e63bf7d790bbc616e954f3a657</td>\n",
       "      <td>2</td>\n",
       "      <td>60325438b0b1a531fae81cf902u.png</td>\n",
       "      <td>6b551bc2e1d4d3c0d9a1aa0f9894eadb</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"阮女士\",\"userId\":\"df9e9a42db29d...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某宁波大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[电子/半导体/集成电路, 需求挖掘, 竞品分析]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>阮女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>1e438569f0838c77c1bd2b3e9fec8144</td>\n",
       "      <td>2</td>\n",
       "      <td>63eae9705fcfd1664828ac1603u.jpeg</td>\n",
       "      <td>df9e9a42db29d8bb309da5b58cedcb02</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"郑女士\",\"userId\":\"793c7fa471e79...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>战略融资</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>12478febe2388d2e99c5c4fb06d115ec</td>\n",
       "      <td>2</td>\n",
       "      <td>5f9f832bb89567441f033ddf06u.jpg</td>\n",
       "      <td>793c7fa471e79b6fd5ce0d0e483c900c</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>635a4177b3675f2b6ab3927407u.png</td>\n",
       "      <td>福特汽车金融</td>\n",
       "      <td>9570116.0</td>\n",
       "      <td>https://www.liepin.com/company/9570116/</td>\n",
       "      <td>其他金融</td>\n",
       "      <td>[Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>施女士</td>\n",
       "      <td>人力资源</td>\n",
       "      <td>c21e0de99fc052c341e5bcee76e8c167</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>de0af46722bc2654fc2ff4117660ab87</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"徐女士\",\"userId\":\"d5897337daba5...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海世界500强公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>[电子/半导体/集成电路]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>00e14d5f25b52b59f83a7239185bfe7b</td>\n",
       "      <td>2</td>\n",
       "      <td>62fe1483b548656b327798d601u.png</td>\n",
       "      <td>d5897337daba564d3c3007986dc1586c</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"杨先生\",\"userId\":\"dd0950349f402...</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>深圳市盈辉电子有限公司</td>\n",
       "      <td>9579944.0</td>\n",
       "      <td>https://www.liepin.com/company/9579944/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>杨先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>784c2b987245e47cc3598071a0e218f7</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>dd0950349f402d2194eb8148a132ff22</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据分析, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>曾女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>f6b7241c2baec70cb55f541d35f91cff</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>27b40b320914b243bb131668d4424cd3</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据分析, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>曾女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>f6b7241c2baec70cb55f541d35f91cff</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>27b40b320914b243bb131668d4424cd3</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"王女士\",\"userId\":\"2ebffa63c40c1...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>A轮</td>\n",
       "      <td>61669ad2a2ad237852e81b9006u.png</td>\n",
       "      <td>吉林惠升生物制药有限公司</td>\n",
       "      <td>10190891.0</td>\n",
       "      <td>https://www.liepin.com/company/10190891/</td>\n",
       "      <td>制药</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人力经理</td>\n",
       "      <td>8ea3caf071bd3fb48b447ad70f1e47eb</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>2ebffa63c40c1b0419ae7571864f2fce</td>\n",
       "      <td>False</td>\n",
       "      <td>3-5年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"李女士\",\"userId\":\"626e7fc91586b...</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>战略融资</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>某上海大型电子/半导体/集成电路公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>[策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>李女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>7fdf416e16967b7aff9aa041fd487686</td>\n",
       "      <td>2</td>\n",
       "      <td>5e37988a29d83a6754459ef103u.png</td>\n",
       "      <td>626e7fc91586b9feaf715ac00b93e6cf</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>635a4177b3675f2b6ab3927407u.png</td>\n",
       "      <td>福特汽车金融</td>\n",
       "      <td>9570116.0</td>\n",
       "      <td>https://www.liepin.com/company/9570116/</td>\n",
       "      <td>其他金融</td>\n",
       "      <td>[Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>施女士</td>\n",
       "      <td>人力资源</td>\n",
       "      <td>c21e0de99fc052c341e5bcee76e8c167</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>de0af46722bc2654fc2ff4117660ab87</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>%7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...</td>\n",
       "      <td>{\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>其他</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078.0</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>[数据产品, 数据分析, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>曾女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>f6b7241c2baec70cb55f541d35f91cff</td>\n",
       "      <td>2</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>27b40b320914b243bb131668d4424cd3</td>\n",
       "      <td>False</td>\n",
       "      <td>5-10年</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
       "0   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "1   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "2   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "3   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "4   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "5   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "6   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "7   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "8   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "9   %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "10  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "11  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "12  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "13  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "14  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "15  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "16  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "17  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "18  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "19  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "20  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "21  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "22  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "23  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "24  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "25  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "26  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "27  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "28  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "29  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "30  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "31  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "32  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "33  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "34  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "35  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "36  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "37  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "38  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "39  %7B%22pageSize%22%3A%2240%22%2C%22curPage%22%3...   \n",
       "\n",
       "                                           dataParams comp.compScale  \\\n",
       "0   {\"recruiterName\":\"茆女士\",\"userId\":\"0590cd2214329...       100-499人   \n",
       "1   {\"recruiterName\":\"王女士\",\"userId\":\"af4aea5e8e4c6...       500-999人   \n",
       "2   {\"recruiterName\":\"陈女士\",\"userId\":\"48dd798a325bf...       10000人以上   \n",
       "3   {\"recruiterName\":\"于女士\",\"userId\":\"17f1e4b47cb3f...          1-49人   \n",
       "4   {\"recruiterName\":\"吴女士\",\"userId\":\"14799e1bef289...         50-99人   \n",
       "5   {\"recruiterName\":\"陈先生\",\"userId\":\"d4be0c7af21e6...       10000人以上   \n",
       "6   {\"recruiterName\":\"严女士\",\"userId\":\"723c3941f8a1a...       100-499人   \n",
       "7   {\"recruiterName\":\"王女士\",\"userId\":\"70f0e35f92166...       100-499人   \n",
       "8   {\"recruiterName\":\"麦女士\",\"userId\":\"8d3d2cbbc988a...       500-999人   \n",
       "9   {\"recruiterName\":\"王女士\",\"userId\":\"17a0d198b3414...       500-999人   \n",
       "10  {\"recruiterName\":\"王女士\",\"userId\":\"435b286bb8f76...       10000人以上   \n",
       "11  {\"recruiterName\":\"叶女士\",\"userId\":\"3d38444cf1608...       100-499人   \n",
       "12  {\"recruiterName\":\"白女士\",\"userId\":\"6a77933d13f74...       100-499人   \n",
       "13  {\"recruiterName\":\"蒋女士\",\"userId\":\"be988735074c3...       10000人以上   \n",
       "14  {\"recruiterName\":\"方女士\",\"userId\":\"bf01602e6bbc6...       100-499人   \n",
       "15  {\"recruiterName\":\"王女士\",\"userId\":\"71c77628a36ce...       500-999人   \n",
       "16  {\"recruiterName\":\"洪女士\",\"userId\":\"192e0c2bfcca4...       10000人以上   \n",
       "17  {\"recruiterName\":\"张女士\",\"userId\":\"355c09dfd7336...       10000人以上   \n",
       "18  {\"recruiterName\":\"张先生\",\"userId\":\"b45ae921c61e3...    5000-10000人   \n",
       "19  {\"recruiterName\":\"王女士\",\"userId\":\"af4aea5e8e4c6...       500-999人   \n",
       "20  {\"recruiterName\":\"洪女士\",\"userId\":\"49456bf7c47ad...          1-49人   \n",
       "21  {\"recruiterName\":\"乔女士\",\"userId\":\"d82a250affd34...       100-499人   \n",
       "22  {\"recruiterName\":\"骆女士\",\"userId\":\"26d8939d61019...       100-499人   \n",
       "23  {\"recruiterName\":\"孙女士\",\"userId\":\"6ba963bf320d1...     2000-5000人   \n",
       "24  {\"recruiterName\":\"宋女士\",\"userId\":\"5a4c262d8885e...       100-499人   \n",
       "25  {\"recruiterName\":\"刘先生\",\"userId\":\"c204e12c186b7...       100-499人   \n",
       "26  {\"recruiterName\":\"万先生\",\"userId\":\"8a9f7420efe11...       500-999人   \n",
       "27  {\"recruiterName\":\"甘女士\",\"userId\":\"4fa117a9e814c...    5000-10000人   \n",
       "28  {\"recruiterName\":\"白女士\",\"userId\":\"6b551bc2e1d4d...       500-999人   \n",
       "29  {\"recruiterName\":\"阮女士\",\"userId\":\"df9e9a42db29d...     2000-5000人   \n",
       "30  {\"recruiterName\":\"郑女士\",\"userId\":\"793c7fa471e79...     2000-5000人   \n",
       "31  {\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...       100-499人   \n",
       "32  {\"recruiterName\":\"徐女士\",\"userId\":\"d5897337daba5...       100-499人   \n",
       "33  {\"recruiterName\":\"杨先生\",\"userId\":\"dd0950349f402...         50-99人   \n",
       "34  {\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...       10000人以上   \n",
       "35  {\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...       10000人以上   \n",
       "36  {\"recruiterName\":\"王女士\",\"userId\":\"2ebffa63c40c1...       100-499人   \n",
       "37  {\"recruiterName\":\"李女士\",\"userId\":\"626e7fc91586b...     2000-5000人   \n",
       "38  {\"recruiterName\":\"施女士\",\"userId\":\"de0af46722bc2...       100-499人   \n",
       "39  {\"recruiterName\":\"曾女士\",\"userId\":\"27b40b320914b...       10000人以上   \n",
       "\n",
       "   comp.compStage                    comp.compLogo       comp.compName  \\\n",
       "0           融资未公开  63466e2452bce52e36be4b6808u.png                数新网络   \n",
       "1             NaN  60404ac5bf01cc6ce54b5da801u.png            北京海科融通支付   \n",
       "2             NaN  5ed9f098ec4db462f831442906u.jpg              旭辉永升服务   \n",
       "3              A轮  60e2fe0bf3df194a3c48adb502u.png    某上海电子/半导体/集成电路公司   \n",
       "4             NaN  6274ee6d04a5ff469b10880402u.png                仙婷集团   \n",
       "5            港股上市  5bfe915474719d35745acf0903a.png              阿里巴巴集团   \n",
       "6             已上市  60e2fe0bf3df194a3c48adb502u.png             知名欧洲制造业   \n",
       "7           融资未公开  60e2fe0bf3df194a3c48adb502u.png           某上海医疗设备公司   \n",
       "8             NaN  5bfe9bce74719df0ac9a179703a.png                 中电港   \n",
       "9            港股上市  63ec8bd5602f3e26bf895b8504u.png       Wisest Talent   \n",
       "10            NaN  5bfe9df574719d2aa34b7b2203a.png                伊顿中国   \n",
       "11            NaN  5bfe961b74719df0ac98f54d03a.png                豪德机械   \n",
       "12       其他股票市场上市  5bfea42f74719d2aa34cad5a03a.png                维我软件   \n",
       "13            NaN  636685295f464d5d0800357c02u.png       特斯拉汽车（北京）有限公司   \n",
       "14           战略投资  5dcd1baccd52473b94c9d9cd03u.png                兆华电子   \n",
       "15            NaN  605005de4b6e4a5839a976ce01u.png        大众汽车(安徽)有限公司   \n",
       "16            NaN  5bfea38674719d2aa34c8d9a03a.png                 舍弗勒   \n",
       "17             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "18         沪深A股上市  629874f5da1d7020f1d29c4507u.png                 喜临门   \n",
       "19            NaN  60404ac5bf01cc6ce54b5da801u.png            北京海科融通支付   \n",
       "20            NaN  61b07937d0458d53c627567e02u.jpg         深圳中积芯科技有限公司   \n",
       "21            NaN  635a4177b3675f2b6ab3927407u.png              福特汽车金融   \n",
       "22            NaN  649d2907af6746533345133f06u.png                益登科技   \n",
       "23             其他  5bfe9ac074719df0ac99e43003a.png                  万得   \n",
       "24             B轮  613183e794a50f4ab32610ff01u.png                 拉面说   \n",
       "25             D轮  6163dc033df70d56f3b601a406u.png           BroadLink   \n",
       "26             A轮  60e2fe0bf3df194a3c48adb502u.png  某深圳大型电子/半导体/集成电路公司   \n",
       "27          不需要融资  60e2fe0bf3df194a3c48adb502u.png             TOP外资企业   \n",
       "28          融资未公开  60e2fe0bf3df194a3c48adb502u.png         某上海大型医疗设备公司   \n",
       "29          融资未公开  60e2fe0bf3df194a3c48adb502u.png  某宁波大型电子/半导体/集成电路公司   \n",
       "30           战略融资  60e2fe0bf3df194a3c48adb502u.png  某上海大型电子/半导体/集成电路公司   \n",
       "31            NaN  635a4177b3675f2b6ab3927407u.png              福特汽车金融   \n",
       "32          融资未公开  60e2fe0bf3df194a3c48adb502u.png         某上海世界500强公司   \n",
       "33          融资未公开  61b07937d0458d53c627567e02u.jpg         深圳市盈辉电子有限公司   \n",
       "34             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "35             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "36             A轮  61669ad2a2ad237852e81b9006u.png        吉林惠升生物制药有限公司   \n",
       "37           战略融资  60e2fe0bf3df194a3c48adb502u.png  某上海大型电子/半导体/集成电路公司   \n",
       "38            NaN  635a4177b3675f2b6ab3927407u.png              福特汽车金融   \n",
       "39             其他  5d887b5528021708fa52b44403u.jpg                字节跳动   \n",
       "\n",
       "    comp.compId                                 comp.link comp.compIndustry  \\\n",
       "0    12691823.0  https://www.liepin.com/company/12691823/              科技金融   \n",
       "1     7908380.0   https://www.liepin.com/company/7908380/               互联网   \n",
       "2     8191874.0   https://www.liepin.com/company/8191874/          房地产租赁/中介   \n",
       "3           NaN                                                 电子/半导体/集成电路   \n",
       "4     8112968.0   https://www.liepin.com/company/8112968/            贸易/进出口   \n",
       "5     1072424.0   https://www.liepin.com/company/1072424/               互联网   \n",
       "6           NaN                                                       石油/化工   \n",
       "7           NaN                                                        医疗器械   \n",
       "8     8523053.0   https://www.liepin.com/company/8523053/       电子/半导体/集成电路   \n",
       "9     9812461.0   https://www.liepin.com/company/9812461/            人力资源服务   \n",
       "10    1069385.0   https://www.liepin.com/company/1069385/             机械/设备   \n",
       "11    8008979.0   https://www.liepin.com/company/8008979/             机械/设备   \n",
       "12    8062928.0   https://www.liepin.com/company/8062928/             计算机软件   \n",
       "13    8626076.0   https://www.liepin.com/company/8626076/             新能源汽车   \n",
       "14    8642467.0   https://www.liepin.com/company/8642467/       电子/半导体/集成电路   \n",
       "15    9496810.0   https://www.liepin.com/company/9496810/              整车制造   \n",
       "16     925150.0    https://www.liepin.com/company/925150/          汽车零部件及配件   \n",
       "17    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "18    7931299.0   https://www.liepin.com/company/7931299/             家具/家居   \n",
       "19    7908380.0   https://www.liepin.com/company/7908380/               互联网   \n",
       "20   13629967.0  https://www.liepin.com/company/13629967/       电子/半导体/集成电路   \n",
       "21    9570116.0   https://www.liepin.com/company/9570116/              其他金融   \n",
       "22    8848015.0   https://www.liepin.com/company/8848015/       电子/半导体/集成电路   \n",
       "23    8055349.0   https://www.liepin.com/company/8055349/               互联网   \n",
       "24    9705876.0   https://www.liepin.com/company/9705876/          食品/饮料/酒水   \n",
       "25   10047697.0  https://www.liepin.com/company/10047697/              智能硬件   \n",
       "26          NaN                                                 电子/半导体/集成电路   \n",
       "27          NaN                                                     制药/生物工程   \n",
       "28          NaN                                                        医疗器械   \n",
       "29          NaN                                                 电子/半导体/集成电路   \n",
       "30          NaN                                                 电子/半导体/集成电路   \n",
       "31    9570116.0   https://www.liepin.com/company/9570116/              其他金融   \n",
       "32          NaN                                                    基金/证券/期货   \n",
       "33    9579944.0   https://www.liepin.com/company/9579944/       电子/半导体/集成电路   \n",
       "34    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "35    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "36   10190891.0  https://www.liepin.com/company/10190891/                制药   \n",
       "37          NaN                                                 电子/半导体/集成电路   \n",
       "38    9570116.0   https://www.liepin.com/company/9570116/              其他金融   \n",
       "39    7863078.0   https://www.liepin.com/company/7863078/               互联网   \n",
       "\n",
       "                                           job.labels  ... job.advViewFlag  \\\n",
       "0   [数据分析, AI人工智能产品, 云计算, to B, to G, 原型设计, 数据建模, ...  ...           False   \n",
       "1   [支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...  ...            True   \n",
       "2                       [数据产品, SQL, 智慧城市, 生活服务, to B]  ...            True   \n",
       "3   [供应链产品, 电子/半导体/集成电路, 家电行业, 电力, 团队管理, 产品规划, 用户研...  ...           False   \n",
       "4   [英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...  ...           False   \n",
       "5                            [数据产品, 数据挖掘, 数据分析, 产品规划]  ...           False   \n",
       "6                                                  []  ...           False   \n",
       "7                                                  []  ...           False   \n",
       "8         [数据产品, 电子/半导体/集成电路, 市场调研, 产品规划, 数据分析, 团队管理]  ...           False   \n",
       "9                                                  []  ...           False   \n",
       "10                                                 []  ...           False   \n",
       "11                                                 []  ...           False   \n",
       "12                                            [CRM系统]  ...           False   \n",
       "13                                [供应链产品, to B, 英文沟通]  ...           False   \n",
       "14                                                 []  ...           False   \n",
       "15                           [汽车行业, to G, 产品规划, 团队管理]  ...           False   \n",
       "16  [数据产品, 计算机软件, 智能硬件, 用户研究, 团队管理, 产品规划, 数据分析, 需求...  ...           False   \n",
       "17  [支付产品, 后台产品, 商业产品, 工具产品, 支付行业, 产品优化, 用户研究, 产品规...  ...           False   \n",
       "18                                 [产品经理, 沙发产品, 家具家居]  ...           False   \n",
       "19  [支付产品, 交易产品, 平台产品, 风控产品, SaaS系统, 支付行业, 设计服务, 产...  ...           False   \n",
       "20                           [产品规划, 市场调研, 用户研究, 电子商务]  ...           False   \n",
       "21                   [项目管理, 产品管理, Agile, Devops, PMP]  ...           False   \n",
       "22                                       [产品规划, 团队管理]  ...           False   \n",
       "23  [金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...  ...           False   \n",
       "24                                                 []  ...           False   \n",
       "25                                  [ppt, 需求分析, 硬件产品]  ...           False   \n",
       "26                                             [功率器件]  ...           False   \n",
       "27                                                 []  ...           False   \n",
       "28                                 [市场洞察, 销售管理, 客户管理]  ...           False   \n",
       "29                          [电子/半导体/集成电路, 需求挖掘, 竞品分析]  ...           False   \n",
       "30                    [策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]  ...           False   \n",
       "31  [Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...  ...           False   \n",
       "32                                      [电子/半导体/集成电路]  ...           False   \n",
       "33                                                 []  ...           False   \n",
       "34                     [数据产品, 数据分析, 产品规划, 团队管理, 用户研究]  ...           False   \n",
       "35                     [数据产品, 数据分析, 产品规划, 团队管理, 用户研究]  ...           False   \n",
       "36                                                 []  ...           False   \n",
       "37                    [策略产品, 电子/半导体/集成电路, 竞品分析, 用户研究]  ...           False   \n",
       "38  [Agile, Rally, JIRA, PMP, DevOps, CICD, GitHub...  ...           False   \n",
       "39                     [数据产品, 数据分析, 产品规划, 团队管理, 用户研究]  ...           False   \n",
       "\n",
       "   job.requireEduLevel recruiter.recruiterName  recruiter.recruiterTitle  \\\n",
       "0                   硕士                     茆女士                      HRBP   \n",
       "1                   本科                     王女士                      招聘经理   \n",
       "2                 统招本科                     陈女士                    高级招聘经理   \n",
       "3                   大专                     于女士                      猎头顾问   \n",
       "4                   硕士                     吴女士                HR Officer   \n",
       "5                 学历不限                     陈先生                      招聘经理   \n",
       "6                 统招本科                     严女士                      猎头顾问   \n",
       "7                   本科                     王女士                      猎头顾问   \n",
       "8                 统招本科                     麦女士                    高级HRBP   \n",
       "9                 统招本科                     王女士                Consultant   \n",
       "10                  本科                     王女士        Talent Acquisition   \n",
       "11                统招本科                     叶女士                    高级人事专员   \n",
       "12                  本科                     白女士            Talent Partner   \n",
       "13                统招本科                     蒋女士  Recruiter/Talent Sourcer   \n",
       "14                  本科                     方女士                        测试   \n",
       "15                统招本科                     王女士                    高级招聘顾问   \n",
       "16                  本科                     洪女士                      人才招聘   \n",
       "17                  本科                     张女士                             \n",
       "18                统招本科                     张先生                             \n",
       "19                  本科                     王女士                      招聘经理   \n",
       "20                  大专                     洪女士             助理总经理/总助(高管级)   \n",
       "21                  本科                     乔女士                        HR   \n",
       "22                  大专                     骆女士                             \n",
       "23                  本科                     孙女士              人力资源伙伴(HRBP)   \n",
       "24                  本科                     宋女士                 人力资源专员/助理   \n",
       "25                  本科                     刘先生              物联网解决方案事业部副总   \n",
       "26                  本科                     万先生                      猎头顾问   \n",
       "27                  本科                     甘女士                      猎头顾问   \n",
       "28                  本科                     白女士                      猎头顾问   \n",
       "29                统招本科                     阮女士                      猎头顾问   \n",
       "30                学历不限                     郑女士                      猎头顾问   \n",
       "31                  本科                     施女士                      人力资源   \n",
       "32                  本科                     徐女士                      猎头顾问   \n",
       "33                统招本科                     杨先生                        HR   \n",
       "34                  本科                     曾女士                        HR   \n",
       "35                  本科                     曾女士                        HR   \n",
       "36                  本科                     王女士                      人力经理   \n",
       "37                学历不限                     李女士                      猎头顾问   \n",
       "38                  本科                     施女士                      人力资源   \n",
       "39                  本科                     曾女士                        HR   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  \\\n",
       "0   1fca6a51c3d17cf9862955016a79cef0                    2   \n",
       "1   00e2f7aaf29cb891e37b0b202b2adc1c                    2   \n",
       "2   baa82c2312c681ef8b0ca3877d009dea                    2   \n",
       "3   28d934ff6deaf8bbd2e7a31c096a5fc3                    2   \n",
       "4   0ce6f53a162e27cc9427b88c78d2ff1f                    2   \n",
       "5   4a4ece35206ffdf578f5885b11a76839                    2   \n",
       "6   74fcd6adccabcb3597cd4b0530f9e3f9                    2   \n",
       "7   980f8a99dcbdee82d02b94a21a70f1cd                    2   \n",
       "8   f9e571a86244581f160b5b344d4ef7b6                    2   \n",
       "9   fc0c629536ac46df17c4cef3d8aaac05                    2   \n",
       "10  1302b01334b547df3eae059a38e31609                    2   \n",
       "11  993247f23540bc9a1118e52d65fb8ab7                    2   \n",
       "12  d2d1b8fb216557be160bef405ccde8ba                    2   \n",
       "13  d66f295a957a5a13c051c4e7ef49e137                    2   \n",
       "14  222037dc8a06995fee7b65a82243fe9b                    2   \n",
       "15  5437e35e6c19932fe68ea511f8a9efc5                    2   \n",
       "16  b0dfbfef1f4b584b4a7a04e7d95591ea                    2   \n",
       "17  fa40c71ef313c1451706e81b284fe569                    2   \n",
       "18  b02ae659b4dcf1cdc0b855de83315f3c                    2   \n",
       "19  00e2f7aaf29cb891e37b0b202b2adc1c                    2   \n",
       "20  b736db3b42e0395a5ffa3c8d56bb2e9d                    2   \n",
       "21  71191be2e5126d8a05783d9a4a302353                    2   \n",
       "22  8288f623b9556609a152b73d5a2debd0                    2   \n",
       "23  7aa0d8a46d39fb2b62cb88e0a323364d                    2   \n",
       "24  ce7ccd785f8b8d8845913e3a4abf94f3                    2   \n",
       "25  c01b7239c29322d914c33c05749ae593                    2   \n",
       "26  f6dc9ce90b0921a49ccf3dc45f6d7696                    2   \n",
       "27  ef62ee349f590af8063dfc1b00f6daab                    2   \n",
       "28  5544e2e63bf7d790bbc616e954f3a657                    2   \n",
       "29  1e438569f0838c77c1bd2b3e9fec8144                    2   \n",
       "30  12478febe2388d2e99c5c4fb06d115ec                    2   \n",
       "31  c21e0de99fc052c341e5bcee76e8c167                    2   \n",
       "32  00e14d5f25b52b59f83a7239185bfe7b                    2   \n",
       "33  784c2b987245e47cc3598071a0e218f7                    2   \n",
       "34  f6b7241c2baec70cb55f541d35f91cff                    2   \n",
       "35  f6b7241c2baec70cb55f541d35f91cff                    2   \n",
       "36  8ea3caf071bd3fb48b447ad70f1e47eb                    2   \n",
       "37  7fdf416e16967b7aff9aa041fd487686                    2   \n",
       "38  c21e0de99fc052c341e5bcee76e8c167                    2   \n",
       "39  f6b7241c2baec70cb55f541d35f91cff                    2   \n",
       "\n",
       "            recruiter.recruiterPhoto             recruiter.recruiterId  \\\n",
       "0    5f8f9863f6d1ab58476f246a08u.jpg  0590cd22143290f6b6c15e09f271c67d   \n",
       "1    5f8f98648dbe6273dcf8515508u.jpg  af4aea5e8e4c6da7efb9352494181452   \n",
       "2    602b29ccad680947d556b83804u.png  48dd798a325bf0f7ca6b86ba539a95f7   \n",
       "3    6331561f67d47138decff51e08u.png  17f1e4b47cb3f4a696e49fda27e22817   \n",
       "4    5f8f98648dbe6273dcf8515508u.jpg  14799e1bef289c70aa9b550257de7ea8   \n",
       "5    57c4e9d345ce9f0a74a9b8cd04a.png  d4be0c7af21e622076f4668dbe33f725   \n",
       "6    6335a3a3ea177d16a68aca0308u.jpg  723c3941f8a1a97a234eca88e8a618ed   \n",
       "7    5fd6ebaab379773c7f5fc8df06u.png  70f0e35f92166fe6c754967de1b6edb7   \n",
       "8    5f8f9865ea60860b75384fa508u.jpg  8d3d2cbbc988a91d1073ef723884c5e3   \n",
       "9    5f8f986779c7cc70efbf36c008u.jpg  17a0d198b3414dff7fc1a861ef6038fc   \n",
       "10   6098fbd5919e256bc8d799fe03u.png  435b286bb8f76f8f51d56a5f1de4256c   \n",
       "11   5f8f98648dbe6273dcf8515508u.jpg  3d38444cf16082b86af796bc41f43a15   \n",
       "12   5f8f9865ea60860b75384fa508u.jpg  6a77933d13f747d05e6b925786705a3c   \n",
       "13   5f8f9866dfb13a7dee342f1808u.jpg  be988735074c3c9f8cbb3179c1869d83   \n",
       "14   5f8f9865ea60860b75384fa508u.jpg  bf01602e6bbc697c42577a0a73da2903   \n",
       "15   5f8f98648dbe6273dcf8515508u.jpg  71c77628a36ce9ebacc3c501f84828b0   \n",
       "16   5f8f98648dbe6273dcf8515508u.jpg  192e0c2bfcca44472dc3ac6399ba9c57   \n",
       "17  6500221b8847c5357015cb8f01u.jpeg  355c09dfd7336feb5943fde2214d11b7   \n",
       "18   5f8f986aea60860b75384fab08u.jpg  b45ae921c61e3191eea87cc044b39155   \n",
       "19   5f8f98648dbe6273dcf8515508u.jpg  af4aea5e8e4c6da7efb9352494181452   \n",
       "20   5f8f9865ea60860b75384fa508u.jpg  49456bf7c47ad70d219291c49e5b9314   \n",
       "21   5f8f98648dbe6273dcf8515508u.jpg  d82a250affd34ed2c9daeb8c1d873d41   \n",
       "22   5f8f986779c7cc70efbf36c008u.jpg  26d8939d6101992b6b55b0c3006e0786   \n",
       "23   5a9f63498e509036ebf34f6d06a.png  6ba963bf320d184de99485503740fff1   \n",
       "24   5f8f98648dbe6273dcf8515508u.jpg  5a4c262d8885e9942c69f434aaa14096   \n",
       "25   616d0eaff3e81c74a137689a06u.png  c204e12c186b70d57858b553fb56c213   \n",
       "26   5db1849947b2f02171adf34907u.jpg  8a9f7420efe1111fa9891526b34c6c2a   \n",
       "27  637c665be8b6041e76f0e91708u.jpeg  4fa117a9e814cdf256b4a607638b27b1   \n",
       "28   60325438b0b1a531fae81cf902u.png  6b551bc2e1d4d3c0d9a1aa0f9894eadb   \n",
       "29  63eae9705fcfd1664828ac1603u.jpeg  df9e9a42db29d8bb309da5b58cedcb02   \n",
       "30   5f9f832bb89567441f033ddf06u.jpg  793c7fa471e79b6fd5ce0d0e483c900c   \n",
       "31   5f8f98648dbe6273dcf8515508u.jpg  de0af46722bc2654fc2ff4117660ab87   \n",
       "32   62fe1483b548656b327798d601u.png  d5897337daba564d3c3007986dc1586c   \n",
       "33   5f8f986c79c7cc70efbf36c808u.jpg  dd0950349f402d2194eb8148a132ff22   \n",
       "34   5f8f9866dfb13a7dee342f1808u.jpg  27b40b320914b243bb131668d4424cd3   \n",
       "35   5f8f9866dfb13a7dee342f1808u.jpg  27b40b320914b243bb131668d4424cd3   \n",
       "36   5f8f98648dbe6273dcf8515508u.jpg  2ebffa63c40c1b0419ae7571864f2fce   \n",
       "37   5e37988a29d83a6754459ef103u.png  626e7fc91586b9feaf715ac00b93e6cf   \n",
       "38   5f8f98648dbe6273dcf8515508u.jpg  de0af46722bc2654fc2ff4117660ab87   \n",
       "39   5f8f9866dfb13a7dee342f1808u.jpg  27b40b320914b243bb131668d4424cd3   \n",
       "\n",
       "   recruiter.chatted job.requireWorkYears  \n",
       "0              False                  NaN  \n",
       "1              False                 3-5年  \n",
       "2              False                5-10年  \n",
       "3              False                5-10年  \n",
       "4              False                 3-5年  \n",
       "5              False                5-10年  \n",
       "6              False                5-10年  \n",
       "7              False                 经验不限  \n",
       "8              False                 3-5年  \n",
       "9              False                5-10年  \n",
       "10             False                10年以上  \n",
       "11             False                10年以上  \n",
       "12             False                5-10年  \n",
       "13             False                10年以上  \n",
       "14             False                 3-5年  \n",
       "15             False                 经验不限  \n",
       "16             False                 经验不限  \n",
       "17             False                 经验不限  \n",
       "18             False                 3-5年  \n",
       "19             False                 3-5年  \n",
       "20             False                5-10年  \n",
       "21             False                5-10年  \n",
       "22             False                 1-3年  \n",
       "23             False                 3-5年  \n",
       "24             False                 1-3年  \n",
       "25             False                 经验不限  \n",
       "26             False                5-10年  \n",
       "27             False                5-10年  \n",
       "28             False                5-10年  \n",
       "29             False                5-10年  \n",
       "30             False                5-10年  \n",
       "31             False                5-10年  \n",
       "32             False                5-10年  \n",
       "33             False                 3-5年  \n",
       "34             False                5-10年  \n",
       "35             False                5-10年  \n",
       "36             False                 3-5年  \n",
       "37             False                5-10年  \n",
       "38             False                5-10年  \n",
       "39             False                5-10年  \n",
       "\n",
       "[40 rows x 32 columns]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(response_data['data']['data']['jobCardList'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "ad6a865d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>code</th>\n",
       "      <th>name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>010</td>\n",
       "      <td>1-49人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>020</td>\n",
       "      <td>50-99人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>030</td>\n",
       "      <td>100-499人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>040</td>\n",
       "      <td>500-999人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>050</td>\n",
       "      <td>1000-2000人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>060</td>\n",
       "      <td>2000-5000人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>070</td>\n",
       "      <td>5000-10000人</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>080</td>\n",
       "      <td>10000人以上</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  code         name\n",
       "0  010        1-49人\n",
       "1  020       50-99人\n",
       "2  030     100-499人\n",
       "3  040     500-999人\n",
       "4  050   1000-2000人\n",
       "5  060   2000-5000人\n",
       "6  070  5000-10000人\n",
       "7  080     10000人以上"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "compScales = pd.json_normalize(condition['data']['compScales'])\n",
    "compScales"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f11e43b2",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
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   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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